{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Gap Filling \n", "\n", "This notebook will show some algorithms to fill gaps of vector data and raster data. The notebook is structured as follows: \n", "\n", "1. Gap Filling of a vector dataset in spatial domain \n", "2. Gap filling of a raster dataset in temporal and spatial domain\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [] }, "outputs": [], "source": [ "from esa_climate_toolbox.core import get_op\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "import numpy as np\n", "import scipy.interpolate as interp\n", "import xarray as xr\n", "from xcube.core.store import new_data_store" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To get access to the data, we will initiate the ESA CCI Zarr store in the following cell." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "tags": [] }, "outputs": [], "source": [ "store = new_data_store('esa-cci-zarr')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "--- \n", "### 1. Gap Filling of a Vector Dataset in the Spatial Domain\n", "\n", "In this example, we will work with trend data of the Greenland ice sheet, which is provided as a set of spatial points over a given time range. We will apply several interpolation algorithms to fill the gaps between these points, ultimately converting the data into a raster format.\n", "\n", "First we will open the data as usual. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset> Size: 43kB\n",
       "Dimensions:     (meas_ind: 901, time: 10)\n",
       "Dimensions without coordinates: meas_ind, time\n",
       "Data variables:\n",
       "    GMB_trend   (meas_ind, time) float32 36kB dask.array<chunksize=(901, 10), meta=np.ndarray>\n",
       "    end_time    (time) datetime64[ns] 80B dask.array<chunksize=(10,), meta=np.ndarray>\n",
       "    latitude    (meas_ind) float32 4kB dask.array<chunksize=(901,), meta=np.ndarray>\n",
       "    longitude   (meas_ind) float32 4kB dask.array<chunksize=(901,), meta=np.ndarray>\n",
       "    start_time  (time) datetime64[ns] 80B dask.array<chunksize=(10,), meta=np.ndarray>\n",
       "    t           (time) datetime64[ns] 80B dask.array<chunksize=(10,), meta=np.ndarray>\n",
       "Attributes: (12/20)\n",
       "    Institution:          DTU Space - Div. of Geodynamics\n",
       "    Latitude_max:         83.23728\n",
       "    Latitude_min:         60.73857\n",
       "    Longitude_max:        -14.706720000000018\n",
       "    Longitude_min:        -71.83566000000002\n",
       "    Method:               GRACE GMB trend following Barletta et al. 2012\n",
       "    ...                   ...\n",
       "    grid_projection:      Geographical coordinates relative to WGS84\n",
       "    netCDF_version:       NETCDF3_CLASSIC\n",
       "    product_version:      1.2\n",
       "    time_coverage_end:    2016-01-31\n",
       "    time_coverage_start:  2003-01-01\n",
       "    time_resolution:      5Y
" ], "text/plain": [ " Size: 43kB\n", "Dimensions: (meas_ind: 901, time: 10)\n", "Dimensions without coordinates: meas_ind, time\n", "Data variables:\n", " GMB_trend (meas_ind, time) float32 36kB dask.array\n", " end_time (time) datetime64[ns] 80B dask.array\n", " latitude (meas_ind) float32 4kB dask.array\n", " longitude (meas_ind) float32 4kB dask.array\n", " start_time (time) datetime64[ns] 80B dask.array\n", " t (time) datetime64[ns] 80B dask.array\n", "Attributes: (12/20)\n", " Institution: DTU Space - Div. of Geodynamics\n", " Latitude_max: 83.23728\n", " Latitude_min: 60.73857\n", " Longitude_max: -14.706720000000018\n", " Longitude_min: -71.83566000000002\n", " Method: GRACE GMB trend following Barletta et al. 2012\n", " ... ...\n", " grid_projection: Geographical coordinates relative to WGS84\n", " netCDF_version: NETCDF3_CLASSIC\n", " product_version: 1.2\n", " time_coverage_end: 2016-01-31\n", " time_coverage_start: 2003-01-01\n", " time_resolution: 5Y" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = store.open_data(\"ESACCI-ICESHEETS_Greenland_GMB-2003-2016-v1.1.zarr\")\n", "ds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We define the final coordiates of the resired target raster and extract one time slice from the data set. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "lon = np.arange(-73., -12., 0.02)\n", "lat = np.arange(83., 59., -0.02)\n", "grid_lon, grid_lat = np.meshgrid(lon, lat)\n", "GMB_trend_slice = ds.GMB_trend.isel(time=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can perform a 2D linear interpolation using `scipy.interpolate.griddata`. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset> Size: 29MB\n",
       "Dimensions:          (lat: 1200, lon: 3050)\n",
       "Coordinates:\n",
       "  * lon              (lon) float64 24kB -73.0 -72.98 -72.96 ... -12.04 -12.02\n",
       "  * lat              (lat) float64 10kB 83.0 82.98 82.96 ... 59.06 59.04 59.02\n",
       "Data variables:\n",
       "    GMB_trend_slice  (lat, lon) float64 29MB nan nan nan nan ... nan nan nan nan
" ], "text/plain": [ " Size: 29MB\n", "Dimensions: (lat: 1200, lon: 3050)\n", "Coordinates:\n", " * lon (lon) float64 24kB -73.0 -72.98 -72.96 ... -12.04 -12.02\n", " * lat (lat) float64 10kB 83.0 82.98 82.96 ... 59.06 59.04 59.02\n", "Data variables:\n", " GMB_trend_slice (lat, lon) float64 29MB nan nan nan nan ... nan nan nan nan" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gridded_data = interp.griddata(\n", " (ds.longitude, ds.latitude),\n", " GMB_trend_slice, \n", " (grid_lon, grid_lat), \n", " method='linear'\n", ")\n", "ds_linear = xr.Dataset(\n", " {'GMB_trend_slice': (['lat', 'lon'], gridded_data)},\n", " coords={'lon': lon, 'lat': lat}\n", ")\n", "ds_linear" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The same approach can be applied using `\"cubic\"` as the interpolation method." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 29MB\n",
       "Dimensions:          (lat: 1200, lon: 3050)\n",
       "Coordinates:\n",
       "  * lon              (lon) float64 24kB -73.0 -72.98 -72.96 ... -12.04 -12.02\n",
       "  * lat              (lat) float64 10kB 83.0 82.98 82.96 ... 59.06 59.04 59.02\n",
       "Data variables:\n",
       "    GMB_trend_slice  (lat, lon) float64 29MB nan nan nan nan ... nan nan nan nan
" ], "text/plain": [ " Size: 29MB\n", "Dimensions: (lat: 1200, lon: 3050)\n", "Coordinates:\n", " * lon (lon) float64 24kB -73.0 -72.98 -72.96 ... -12.04 -12.02\n", " * lat (lat) float64 10kB 83.0 82.98 82.96 ... 59.06 59.04 59.02\n", "Data variables:\n", " GMB_trend_slice (lat, lon) float64 29MB nan nan nan nan ... nan nan nan nan" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gridded_data = interp.griddata(\n", " (ds.longitude, ds.latitude),\n", " GMB_trend_slice, \n", " (grid_lon, grid_lat), \n", " method=\"cubic\"\n", ")\n", "ds_cubic = xr.Dataset(\n", " {'GMB_trend_slice': (['lat', 'lon'], gridded_data)},\n", " coords={'lon': lon, 'lat': lat}\n", ")\n", "ds_cubic" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we can plot the results: the left plot shows the original points from the ESA CCI ice sheet trend dataset, the center plot displays the linear interpolation, and the right plot presents the cubic interpolation." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Cubic interpolation')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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HH38cv/71r/G3v/0NP/3pTxvLUH2xOhYtWoQzzjgDjz76KP7zn//gqKOOwm9+8xv86U9/aizj6h9+9dVXMWHCBKxfvx533303Hn74YVRWVuKwww5TLm/6s5/9DEVFRXjooYcwbdo0vPLKKzwDKMMwhYXPMC3EDz/84O+zzz4+AB+AX1RU5I8dO9a/9tpr/Y0bNzaW++abb/x4PO6fcMIJ5LZTqZRfX1/vL1682AfgP/HEE415f/nLX3wA/sKFCzPqjRgxwh83blxG+rXXXuvHYjH/3XffTUv/17/+5QPwn3322cY0AH6nTp38NWvWkMY6btw4f8SIEX59fb1fX1/vf/fdd/5FF13kA/CPOeaYxnJTpkzxBw4c2Lj//PPP+wD8adOmpbU3c+ZMH4B/5513Wo9LhUu7U6ZM8SsqKkjtbty40e/QoYN/+OGHp6Xvuuuufv/+/f1kMqms19DQ4G/atMmvqKjwb7755sb0l19+2Qfgv/zyy41p48aNUx6nfO4efvhhH4D/73//O63cu+++6wPwb7vtNt/3mz7fjz76iHSMAZ999pkPwD/rrLPS0t9++20fgH/JJZekjRmA//bbb6eV3WGHHfyDDz7YqV/f9/2PP/7YLysr84888si09OB8/fOf/9TW3XPPPf2ysjJj+9ttt53fq1evjPRkMtl4DdfX16d9nvfee68PwD/55JMz6gV5wfdx7dq1fmlpacb433zzTR8A+TpmGIZhmLZA8Dsp26BhFi5c6APw77333sa0K664QmnPnXXWWX5paamfSqV83/f9uXPn+gD8G264Ia3c0qVL/bKyMv+CCy5Q9mmytYO+L7/8ctIxqmy6KVOm+AD8Rx99NK3spEmT/OHDhzfur1q1ygfgX3HFFRntHnzwwX6/fv389evXp6X/+te/9ktLSxtt9aD//fbbL6ON4Pzr7JKrrrrK931hv5SVlfmTJk1KK7dkyRK/pKTEP/744xvTgvOjIzi3r776qg/A//jjjxvzfvWrX2nrDhw40J8yZUrjfvB/QrYxzzzzTN/zPP+LL77wfb/p+hk5cqTf0NDQWO6dd97xAfgPP/ywdqwMwzAMw7QuVqxY4QPwjz32WHIdna0l2x5Uu8n3M/10r732mg/Av/TSS8njClDZVgMHDvRLS0v9xYsXN6ZVV1f7Xbt29c8444zGtH/+858Zdqjv+/7mzZv9rl27+ocddlhaejKZ9HfaaSd/jz32yOhfZfsGNm3Yn+n7vn/11Vf7APw33njD9303X6zO9xkeY319vf/HP/7Rr6qqarT7fV/vH1b9n9hrr738Hj16pPnoGxoa/B133NHv169fY7vB5y77QKdNm+YD8JcvX64dK8MwTHPCkeFMi1FVVYXXX38d7777Lv785z/jiCOOwJdffomLL74YI0eObIyenTVrFpLJJH71q18Z21u5ciV++ctfon///kgkEigqKsLAgQMBgDQ9oYmnn34aO+64I3beeWc0NDQ0vg4++OCMaR0BsW6zLqJbxaeffoqioiIUFRWhT58+uOGGG3DCCSfgrrvu0tYJon/lKYmOOeYYVFRUKJ9SpJCvdjt06ICf/OQnePbZZxujjObNm4f3338fp5xySuPU+Js2bcKFF16IbbfdFolEAolEAh06dMDmzZuz/hwDnn76aXTu3BmHHXZY2ue58847o1evXo2f584774zi4mL84he/wIwZM5TTYap4+eWXAWSewz322APbb799xjns1atX49TmAaNGjSJNDR9m0aJFOPTQQ9G/f3/8/e9/d6oLIGOGAxd+97vfNV7DRUVFaVNqBfz4xz+2tjN37lzU1NTghBNOSEsfO3Zs4/eZYRiGYRga8u/xqFGjUFNTg5UrVwIQNpHneTjxxBPTbKJevXphp512SrNxXW1tyu++Cc/z0iKjg/FT7KOamhq89NJLOPLII1FeXp52bJMmTUJNTU3GFOCm8ersksDmmzt3LqqrqzNsv/79+2PChAlW+/mbb77B8ccfj169eiEej6OoqAjjxo0DEP1/zOzZs7HDDjtk2JinnHIKfN9vtPkDJk+ejHg83rg/atQoAHC2RxmGYRiGad/Y7CYVwdJ4Nt+vCzvvvDMGDBjQuF9aWophw4aRbJs5c+ZgzZo1mDJlSpodmUql8KMf/QjvvvtuxrKZLrbk8ccfD6DJf5itL3b27Nk44IAD0KlTp0Zb8vLLL8fq1asb7X4XNm/ejLfffhtHH300OnTo0Jgej8dx0kknYdmyZRmzN6r+dwBsSzIMUzhkLtbMMM3Mbrvtht122w2AmDrmwgsvxE033YRp06Zh2rRpjWs49+vXT9tGKpXCQQcdhO+++w6XXXYZRo4ciYqKCqRSKey1116N015H5fvvv8dXX32lndZZnvZaN12hjm222QaPPPIIPM9DaWkpBg8ejPLycmOd1atXI5FINK6VGOB5Hnr16oXVq1c7jSHf7QJiqqR77rkH999/P84//3zcc8898DwPp556amOZ448/Hi+99BIuu+wy7L777ujYsSM8z8OkSZOy/hwDvv/+e6xbtw7FxcXK/ODz3GabbfDiiy9i2rRp+NWvfoXNmzdjyJAh+O1vf4uzzz5b235wjlTXQZ8+fTIMwaqqqoxyJSUlTse7ePFi7L///kgkEnjppZfQtWtXct2AJUuWoE+fPsYyAwYMwIIFC7Bly5a0a/S8885rnP5IJYQDtO9FcO569eqVkadKYxiGYRhGj2xjBOtCBjbG999/D9/30bNnT2X9IUOGAIhma7vawzLl5eUoLS3NGH9NTY217urVq9HQ0IBbbrkFt9xyi7KMi/2us0sCu8Vm+82aNUvb9qZNm7DvvvuitLQUV111FYYNG4by8nIsXboURx11VGT7d/Xq1RlrcQbjCY85wHatMAzDMAzT+unWrRvKy8uxcOHCvPVhs5tUrFq1CvF4PKd+n2x8bUEQT7BEjYo1a9agoqKicV9nSyYSiYyxBMcZtiWj+mLfeecdHHTQQRg/fjzuuusu9OvXD8XFxXj88cdx9dVXR7Ll1q5dC9/3tbZteOwBbEsyDFPosBjOFBRFRUW44oorcNNNN2HevHkA0GgILFu2TLuezbx58/Dxxx/jvvvuw5QpUxrTv/rqq5yMq1u3bigrK8M999yjzQ/jeZ5T+6WlpY0PBFCpqqpCQ0MDVq1alWYs+b6PFStWYPfdd3dqL9/tAuJp0O233x733nsvzj77bDzwwAOYMGECBg8eDABYv349nn76aVxxxRW46KKLGuvV1tZizZo11vZLS0uV6xrKzs5u3bqhqqqqcZ1JmcrKysbtfffdF/vuuy+SySTee+893HLLLTjnnHPQs2dPHHvsscr6gQG4fPnyjIc4vvvuu4zrJVsWL16M8ePHw/d9vPLKK8YHR3S88847WLFiRePa7ToOPPBAvPDCC3j22WfT/hT079+/8fupe8iA8r0Izt2KFSsy8lasWKF06jIMwzAME41u3brB8zy8/vrrjQ6rMEFaFFvb1R7OJV26dGmMXNFFGAX2Z4BpvDq7ZNtttwWQbvvJ2Gy/2bNn47vvvsMrr7zSGA0OwLqupo2qqirteIDM/y8MwzAMw7R94vE4Jk6ciOeeew7Lli0j+Y9KSkqUa1brBFqb3aSie/fuSCaTWLFiRdYPVOaCwE665ZZbsNdeeynLyA+T6mzJhoYGrF69Ok0sDs5RkJaNL/aRRx5BUVERnn766bQHSR9//HHDEZrp0qULYrEY25IMw7QpeJp0psVQ/aACTVMBBk+aHXTQQYjH47j99tu1bQUGh+zE+9vf/pZR1vRkmu4JwUMPPRRff/01qqqqGiPZw6+WEOgmTpwIAHjggQfS0v/9739j8+bNjfmAW5SxS7tROO200zB//nz84Q9/wKpVq3Daaac15nmeB9/3Mz7Hv//970gmk9a2Bw0ahC+//DLNSF+9ejXmzJmTVu7QQw/F6tWrkUwmlZ/n8OHDM9qOx+PYc889ceuttwIAPvjgA+04JkyYACDzHL777rv47LPPsj6HYZYsWYLx48cjmUxi9uzZkaYSX7NmDX75y1+iqKgI5557rrHsz372M/Ts2RMXXHCB9jucDXvttRdKS0vx4IMPpqXPmTOHp1ZiGIZhmBxz6KGHwvd9fPvtt0qbaOTIkQDcbO3mRGfXl5eXY//998eHH36IUaNGKY9NFS2kQ2eXjB8/HgAwZswYlJWVZdh+y5Ytw+zZs422X67+x8hMnDgR8+fPz7BZ//GPf8DzPOy///7WNhiGYRiGaXtcfPHF8H0fP//5z1FXV5eRX19fj6eeeqpxf9CgQfjkk0/SysyePRubNm1Stm+zm1QccsghAGD0/eYDnW219957o3Pnzpg/f77Sjtxtt920gSAq5HPy0EMPAUDjOcnGF+t5HhKJRNpyN9XV1bj//vszylL9wxUVFdhzzz3xn//8J618KpXCAw88gH79+mHYsGHWdhiGYQoJjgxnWoyDDz4Y/fr1w2GHHYbtttsOqVQKH330EW644QZ06NChcRrqQYMG4ZJLLsGf/vQnVFdX47jjjkOnTp0wf/58/PDDD7jyyiux3XbbYZtttsFFF10E3/fRtWtXPPXUU8opCQOn3s0334wpU6agqKgIw4cPR2VlJUaOHIlHHnkEM2fOxJAhQ1BaWoqRI0finHPOwb///W/st99+OPfcczFq1CikUiksWbIEL7zwAs477zzsueeezXr+DjzwQBx88MG48MILsWHDBuy999745JNPcMUVV2CXXXbBSSedlHbMquPKtt0onHzyybjkkkvwl7/8BZ07d8ZRRx3VmNexY0fst99++Mtf/oJu3bph0KBBePXVV3H33Xejc+fO1rZPOukk/O1vf8OJJ56In//851i9ejWmTZuGjh07ppU79thj8eCDD2LSpEk4++yzsccee6CoqAjLli3Dyy+/jCOOOAJHHnkk7rjjDsyePRuTJ0/GgAEDUFNT0zg7wAEHHKAdx/Dhw/GLX/wCt9xyC2KxGA455BAsWrQIl112Gfr3728VnKmsXLkS+++/P5YvX467774bK1euTFsLqF+/fhlP+S5YsABvvfUWUqkUVq9ejbfffht33303NmzYgH/84x8YMWKEsc/OnTvj8ccfx2GHHYaddtoJZ555Jvbaay906NABq1evxmuvvYYVK1Zg7NixkY6pS5cuOP/883HVVVfhZz/7GY455hgsXboUU6dO5WnSGYZhmHbL7NmzsWjRooz0SZMmZdXu3nvvjV/84hc49dRT8d5772G//fZDRUUFli9fjjfeeAMjR47EmWee6WRrNyeVlZUYOHAgnnjiCUycOBFdu3ZttCFvvvlm7LPPPth3331x5plnYtCgQdi4cSO++uorPPXUUxlrZpt477330uySSy+9FH379sVZZ50FQNhHl112GS655BKcfPLJOO6447B69WpceeWVKC0txRVXXKFte+zYsejSpQt++ctf4oorrkBRUREefPBBfPzxxxllA/v9uuuuwyGHHIJ4PI5Ro0YpnbHnnnsu/vGPf2Dy5Mn44x//iIEDB+KZZ57BbbfdhjPPPJMdmAzDMAzTThkzZgxuv/12nHXWWdh1111x5plnYsSIEaivr8eHH36IO++8EzvuuCMOO+wwAMLXdtlll+Hyyy/HuHHjMH/+fPz1r39Fp06dlO3b7CYV++67L0466SRcddVV+P7773HooYeipKQEH374IcrLy/Gb3/wmL+dixx13BADceeedqKysbFy6sqqqCrfccgumTJmCNWvW4Oijj0aPHj2watUqfPzxx1i1ahVZuC8uLsYNN9yATZs2Yffdd8ecOXNw1VVX4ZBDDsE+++wDIDtf7OTJk3HjjTfi+OOPxy9+8QusXr0a119/vXLWJxf/8LXXXosDDzwQ+++/P84//3wUFxfjtttuw7x58/Dwww+36CxQDMMwkfAZpoWYOXOmf/zxx/tDhw71O3To4BcVFfkDBgzwTzrpJH/+/PkZ5f/xj3/4u+++u19aWup36NDB32WXXfx77723MX/+/Pn+gQce6FdWVvpdunTxjznmGH/JkiU+AP+KK65Ia+viiy/2+/Tp48diMR+A//LLL/u+7/uLFi3yDzroIL+ystIH4A8cOLCxzqZNm/w//OEP/vDhw/3i4mK/U6dO/siRI/1zzz3XX7FiRWM5AP6vfvUr8nkYN26cP2LECGu5KVOmpI3H932/urrav/DCC/2BAwf6RUVFfu/evf0zzzzTX7t2bVo503GpoLY7ZcoUv6KignCU6Rx55JE+AP+ss87KyFu2bJn/4x//2O/SpYtfWVnp/+hHP/LnzZvnDxw40J8yZUpjuZdffjntswuYMWOGv/322/ulpaX+Djvs4M+cOVN57urr6/3rr7/e32mnnRqvqe22284/44wz/AULFvi+7/tz5871jzzySH/gwIF+SUmJX1VV5Y8bN85/8sknrceYTCb96667zh82bJhfVFTkd+vWzT/xxBP9pUuXppXTff6qMcsE50D3Cl/3ctlEIuFXVVX5Y8aM8S+55BJ/0aJF1mMKs2LFCv/iiy/2R40a5VdUVPhFRUV+nz59/MMOO8z/xz/+4dfX1zeWvffee30A/rvvvpvRTpC3cOHCxrRUKuVfe+21fv/+/f3i4mJ/1KhR/lNPPeWPGzfOHzdunNM4GYZhGKY1E/xO6l4LFy70Fy5c6ANIs4uvuOIKH4C/atUqZXvh313f9/177rnH33PPPf2Kigq/rKzM32abbfyTTz7Zf++99xrLUG1tXd86VDadzsYM2g7z4osv+rvssotfUlLiA0izFxcuXOifdtppft++ff2ioiK/e/fu/tixY/2rrroqo/9//vOfGf0F5+uFF17wTzrpJL9z585+WVmZP2nSpEZ7Mczf//53f9SoUY3/FY444gj/008/tR7DnDlz/DFjxvjl5eV+9+7d/Z/97Gf+Bx98kPG51tbW+j/72c/87t27+57npX2Wsq3s+76/ePFi//jjj/erqqr8oqIif/jw4f5f/vIXP5lMpp0jAP5f/vKXjONR/Y9iGIZhGKZt8NFHH/lTpkzxBwwY4BcXF/sVFRX+Lrvs4l9++eX+ypUrG8vV1tb6F1xwgd+/f3+/rKzMHzdunP/RRx9l2B4udpPK55VMJv2bbrrJ33HHHRttqTFjxvhPPfWU8ThUttXAgQP9yZMnZ5RV+ZWmT5/uDx482I/H4xm216uvvupPnjzZ79q1q19UVOT37dvXnzx5cprdaLJ9A5v2k08+8cePH++XlZX5Xbt29c8880x/06ZNaWWpvljVMdxzzz3+8OHD/ZKSEn/IkCH+tdde6999990Zdr/OP6z6P+H7vv/666/7EyZMaPyPsNdee2V8Hjqfn85vyzAM01J4vu/7uRbYGYZhGIZhGIZhGKY1c9999+HUU0/Fu+++i912262lh8MwDMMwDMO0Ik455RT861//0k4pzzAMwzQfvGY4wzAMwzAMwzAMwzAMwzAMwzAMwzAM0+ZgMZxhGIZhGIZhGIZhGIZhGIZhGIZhGIZpc/A06QzDMAzDMAzDMAzDMAzDMAzDMAzDMEybgyPDGYZhGIZhGIZhGIZhGIZhGIZhGIZhmDYHi+EMwzAMwzAMwzAMwzAMwzAMwzAMwzBMm4PFcIZhGIZhGIZhGIZhGIZhGIZhGIZhGKbNkWjpAeSbVCqF7777DpWVlfA8r6WHwzAMwzBtDt/3sXHjRvTp0wexWPM9Z1dTU4O6urq891NcXIzS0tK898MUPmxXMgzDMEz+aCmbcsuWLfj444/z3s8222yDHj165L0fpvBhm5JhGIZh8ktL2ZVLly7FsmXL8t7P7rvvjkSizcu7OcXzfd9v6UHkk2XLlqF///4tPQyGYRiGafMsXboU/fr1a5a+ampq0L2sDJuaoa9evXph4cKFLIgzbFcyDMMwTDPQnDYlAPzud7/DrTfdhJI89tEAYJexY/Hmm2/msRemtcA2JcMwDMM0D81tV/bv3x9rly3L65Tc1QCunz4dZ599dh57aXu0+UcHKisrAYiLvmPHji08GoZhGIZpe2zYsAH9+/dv/M1tDurq6rAJwLlAXh2XtQBuWrECdXV1LIYzbFcyTBunU6ent25l47pIKdKShvJyXnhfbiulKUfZTgHojvXrjzKMhWFalpawKYN+xwDYP499fAngkw0b8tgD05pgm5Jh2j6dOv1361YMmTadyTZU2ZK2OkF+XFEu2E+F2k5q3nV9ZY5p/fozLONhmJalJe3KKQDyORfQ41v7Ydxo82J4MN1Qx44d2cBkGIZhmDzSElP8lQHIp0TdfBMpMa0BtisZpm3gec9AOAtluuaoB50grcImnlO25XZ05WrRqdPDivR+8P3DLeNkmOajJWxKD/m1+9imZMKwTckwbQfPe0WRmkSTXakTt8NlbXk2e1JGJ74npW2dOK7qM32/U6cHFP0AQEf4/skug2WYvNISdmUM+bX9eIGVaLR5MZxhGIZhGIZhGIZpv3jerK1bgUsiH49RhZ2B4agcVYQOpLIBQblgnKlQftKwLfcTjkCSx6Kqvxye97dQuSHw/R8ZxswwDMMwDNM+8bw5Ukrx1nedvad6ADNcNmz36ZDtPhty+cA2DOxC2X6U87NhEzzvNjQdT2f4/olZtskwDJM9LIYzDMMwDNNqyffTlhzFwzAM0/rwvJfQ5ASMI7fit8nR6eIEVbWVS4E7vC07WXVifbC9eKs4HtTnyHGm7ZPvyHCO4GEYhmmdeN67UkpRaFsnYNsEcJW4rXpA0tauqpzJTgzswrAoHlfkq4Rxla1rs3+TADZsFccDiuH7P9PUYZi2Qb7tSiYaLIYzDMMwDMMwDMMwrY6myJzA0Re4HMJTztqmpswG0/SRlKiaIk25ItinPZfrmhyotvq2/lbC8/4u9RUH0Be+P1ExfoZhGIZhmNaD532GTAEZW9PKpP3wdrhsWCSXy8rtqghPVU4RxlV9htOT0r5qSnR5qnR5unSTvUkZn7psul0ZpBfD9091aIthGMYNFsMZhmEYhmm1cGQ4wzBM+8Hz3kZTNAtAi/i2OR6joIrWDvpSReKY0JUzRYUH5XMVCa7qL6ivG18SwLfwvAfQJI73hu/vqzpIhil4eM1whmGY9oPnfYV0G6gI6cIyReC1zfyjiqw2lQ+XM9VzmSpdFdmtmm0oHDEe7kNnb4bLUH7hZDtWbkOke969aePltceZ1gqvGV6YsBjOMAzDMAzDMAzDFBye9wHSpzuvaIZeqc5PnaNTJZBT+lE5F01rhJumTXcRuF3WIQ+jirhfDs/799Z6MQAVHDnOMAzDMEyL43nfAqhDk61TrCilEoBVdp4K28ORch82TOuI26LGTeJ1eEr0WKi8HC0enipdbkt3bDIUQd9sX3reP9LqcOQ4wzDZwGI4wzAMwzCtFo4MZxiGad143rytW7JTDkif7pyCyzSNOnTTTcrTiNsckbaxBP24TpMu70eZ9jwg/CtHrWMah+zo3AzPewZNkeNBxFExfH+spk2GaRl4zXCGYZjWj+etht620kV+yw8XUmYVMtlmgP4XJRhDeGpyymxCujzZnpSnbbctqROI30Wh9xQybbwixbaMbWkiij1pSo9tnZEIkI/F90+09M0wzQtHhhcmLIYzDMMwDMMwDMMwzYLnfbF1K3Bi5TLaO9dToqumlgTU05CryqvakTFNkx6k52vac0okeApq57DtgYAU9C6gJDzvdYRFct/fXVOWYRiGYRhGjedtRLoNIkd8qx7uMwnesoAcRhf9rdtXoRLNTfakqj1bvpyumnEoHPktC+PhB1R1tmMYW6S4LQrcPHW6uu9wmTg879G0Fnz/J5qxMAzTnmExnGEYhmGYVgtHhjMMwxQmnrcQ6VNMAuKu6hrtnQ22CBUbtqgfeV/nQJWjrqn9qdKziQSPEhUe7MtRQPKxypFOMqZp4QHPexdN4nhYJB+uaY9hcgtHhjMMwxQunlcPtdhcGkpT2TxUsVmFa/R32FZS2UO6KHCVPalKD+e72ri6YzFFheuiw+U2VJHiVHtQla6K4NedW/WDAZ73+Nbt9M/I9w/X9M8wuYXtysKExXCGYRiGYRiGYRgmK8RajEDT3/4g4juX0dqu06BH6VsWjFXrf6sibHRlTGMxOVVNa0/qtoM2c7k+uMnZalrnPJxmiySS+2zC874K1S1G9+59sXKlYUgMwzAMw7R6YjHA95tsEM+TpzkXhMs4tG7Iixr9bbL7dMK8yZ6U25DbovYd5OtmGVK9y8sWqew41yjxXESHy3mm9mREO573fFo7vj9ZU55hmLYIi+EMwzAMw7RaODKcYRimZfC85UiP/C6V9gNcBWwTuZ4GPYDi6FQ53rKdJt3FiRplqnNZ4LY5YHXHEdRV/SqqnJi26TLl/uR0FWLMq1Z9C88L1h6Po3//KixZYuiGYYjkO4KHbUqGYRg95eVAQ0PTfmkpoLpzhss0NGCrTRCI4qapwm2obKfwGEz2jq4Pl2VsTG2HsdmcujqUqdJV7+Fx6sYaHg91ynPT2MN2bxjbedJNpS633TQLkefNQvhz8P0DFXUYxp18+yqZaLAYzjAMwzAMwzAMwyjxvHVbt2SHWBdiC6qpE3NFroR2qihbSNOky/25TpWumuZcHqNqmkwdqukt5Xop6J2ounRz/0uXrobnNU2rHjg3t9++CPPnE4bNMAzDMEyz0bVrZloiAXTokJ4WFr3D+4mEejtTdtLLUHLbmUI6xQYEzNOZm9q02ZPhtk35NttSnuHIZBvKU6Xb6sj7uvHapo5XtUvJ003RHqTrbNrwvmxzFsHzXt+6nZ7n+2MNY2QYprXAYjjDMAzDMK0WjgxnGIbJLZ63EenTIwYR3/mKypZxEbizHZNpeko5WicoZ4sap0a+qI5T1afcTz4jweV9OWLIhCkynDLVpSlP/jW2XyOffQZ4XhyeF0MiAfTrB3zzjbUa047htR0ZhmFyT58+6eJ1aWnTdhhZoJbz5PIBunRT2+kiOgDEMvYBeQp21ynRVRHmuhmFbEK8LdraVEcVCS6n6yLCdTMTQSqnGxd1vNQocFMfqjGFH+rUTaceTpc/u6b/P573rlS/A3x/e8UYGEaQb18l25XRYDGcYRiGYRiGYRimneJ5NVu3AudRReOUkxQHo4zJmUkj924D/XqSLuK2bkrLcBlbXbnvMBRB3SRw28Ru3VqRqnGqHKRB/yZ001e6Tpvv4ug0t+P7QENDDMuWiSlYEwnx6tULHDnOpMHTpDMMw2THsGHCDsyc7tyNsPitEsJdBfBwW+E0W5ngzp1p26bf0TNFc4p9FW5HZ1OGMdmXFLtIJXQHY5CX4AEybUDd2AG3KeRtdpxNUDetEW6yreXZjihL+chlw+918LyPQ3Uq4PvbGtpk2hv8kGVhwmI4wzAMwzCtFo4MZxiGoeF5qQyRO5EAKisjeCmbkezFdSB8N1c5NDPTihQCOnXKTNUvB2UqS5cpIlVTnUeZ1lI1VToU7bhE68v9UfqAlOYSQW4aW+DIzPyMV6wAevRoEsfDLxbJGYZhGEbPqFFq+ywc+S2jm/ZcRVjsDkeV29oMp6sizynR6LYIdXV6zLjv+xTbxWZrqaZkp4jgLlOlB+WD/nT1dGnUadMpSwfp+jSlU8dgOy5dmymkz54VFseT8LyvFHXL4Pt9CX0wDNMcsBjOMAzDMAzDMAzTxiguFu+BwFdZGUsTwVsKV3E7V2OVnanu0UCmKTNdp0m3ieimadKDfZdIcEp9OV9XXjUuSn1dmXCajrDzUa5jmlpT9OP7TQ+CmAg+6x12SBfH33nHWpVpA3AED8MwjJrRozPtN5eIb1mINk17LmMqp7bfVNOg69Pk+ioh3pYnt5PZrotNGaCzjUzL3ajKyXVsswzZ7EqANt27Lp0yw48p+tzUjypPVYbShwnbg5jpy0t53rdpJVgcbx/wNOmFCYvhDMMwWbBpUx1WrqxGt26l6NixpKWHwzDtDnZcMgzTnunYUbyHRe5gu1ev9DwquYnEzh9Rx0eN/rFHLqkiyVVpgDrCPIxLNLhoL3eR4LoIbd2UkuFIGB1y1JIpCtwlwsgmptvymqZLN6Fzcu+xhzqC/Nlnjc0xDMMwTKti7Fi1AOw61blNiM7VMjy6qHGd2K5rQzcem81psxmj2ZRNeea6so0p21AmO0k3g4+LbRlOU0Wth9Mpsy2poEaG6yLAdWUotq+pLdN4UmgS/MOR47HGNM9bFyrf9Dn5fiWxP4ZhosJiOMMwTARWrtyCCy98Aw899AXq6lKIxz38+MfbYtq0fTBwYMeWHh7DMAzDMG2Qrl3TBe/OncV7LiO+mztqPF+R4i7RP27RPa6RRLr1JpvyANW65rpon1xFglPWr9RFkNugRIZTIoxkdNFENoE8M9123VGus8MPT//uPfqovQ5T2OTzIUh+wJJhmEJjv/0ybRnV758pWjqMaUrzbKFGduvKurYRzrPl62xGF5tS14e5XCxt21RPlItttTdNtqDNttTVA+x2mGlWnwBKBLhrZLjtQYGYJs80DbyuL11ZmUAsb3rY1PNqkC6OFynqMa0FD2z7FSIshjMMwziyZk0NxoyZiSVLNqKhwQcAJJM+/vOfr/Dyy8vw/vvHoX9/fqKPYZqDfBuYbLwyDNOS9OmTLrZ17pwpfLfklOc6XATuXEUH6dptDlHcpT39+HWiuU4wV01tKW/bBHLVfpDWtN62epp0igOQOj26nKYSylVTpZvSg7bSxxll7VEbQVvHH58eOX7nndHaYxiGYZh8MGFC+r5K/LZFSZvyKVOaU8jFLEUugniQburftN64ymaU8+3L89Aj1MPt6Y5Hbq+pXNjelKdrN9mWgNq+DOdDKifXpSyRY2oryrTpqny5rK5+OGpefiBAh8omtQnj6euQB0v7BEteBdTVEbpnGMZIAbpOGIZhCpvp0z/E4sUbkUz6aekNDT7Wrq3B1Ve/gzvumNhCo2MYhmEYprUxZEi6Q1I31Xk+hO+WnhY9m/4pdSkRTKay2aRFSTfnydNphvdN02XqpsMM9gH1lJGu06TLbVL6kcup9k1lqE5TMVW6au3wfAjkAPCLX6inV7/mmuhtMvkjeOwjn+0zDMM0BwcdpE7Pxp40RVBHbTOMaRp103Tour6zmf48mzLhNIqdSe3L1p6rsJ5eN/wLZbItAZqNppq2XJ6C3damS7ko06arygL0KdRtbVMi1IO09LJhezVsP/bogca08PuSJYZhMC1Gvu1KDtyJBovhDMMwjtx77/wMITygocHHP/7xOW6/fQI8j3+aGCbfhFdiylf7DMMwuWaHHWgR3zbHYy7IZ2S5SwR3Luq6RACF60edEt0lStyUTq2jG7M8RWZmtA9l2nJV1E8QFaSKDKdAjQw3RRiZ6smYplHXT5VuEsEp3w/X7+cll6Q7Ny+5xK0+wzAMw4SZNCl9X/fblY3Nl88p0IN2TfZatjaeKk+Xb6tvKiNHbYfzXSLCqdOyu34uQR3bONW2ZdN+5mxFYeTIcJ2tmd6mGl0/uqnRbVHhlOnLw4THZlpT3YZtyvd0Ed73mx5SkCP85Qeod9ghPf+TTxyGxTDtDBbDGYZhHFm7tsaYX13dgLq6JEpK+BbLMAzDMAwwerR4DxwXqrW+czW1ZHNAFf9yKXRT6kcRnoP8fAjgUdalNDlIdX3YnJiq9STTp8QEzKK4bj1zCi4CvOva4rb0oB21EO4iglPX8VQhO51lrrkm3bm57baZwgaTfzzkN3qbH5NmGCZX6H4jKPZiPsVsHfme9tzURzbTn6vyTWWoIriLGK/qV7YBXWyUcB3TOO1CfvovpjxzUYD9oUxIeTI6oTsfU6ar6qiWEVKNQR6HjG5dclWfgkAQr6kR57+0ND1fJ5LvsUf6f8zXXjMMi8kbMbBdWYgUmFuFYRim8Bk+vAs++mgVUho7p1+/DiyEM0wzkW8Dk6e0ZBjGhbFj1RHe3brRhe98k+so82zbi1rfVk+eOpLieKRMd+nq7M3lNOmU9unTc5qmXAd8P+y4dJ0mPYzLlOmUqTdVaab99F9y30+hoSGWsylYKaiczibn9VdfAbfdlu7YTCSADh2Aww+n9ckwDMO0fgLRW/4Nsu1T81zIph2q7WQrl63gTrEds50RxjY1ei6nSjfZfAEmsV81ZTpl39RfZl7mQ5nquk3TlWdOzR7GFI2tylPZoTZsU6fr+nOdRSmu2W5qKxwhHojiLsJ4IiHuI3I0OQA8+qjjcBmmDcBqDcMwjCO/+c3OOPXUWcq8WAz49a93auYRMQzDMAzTEkyYIN51Ed8BKsdaSwniLv3mK4I7F/UpkT46IdMlcjtK9I1L9Dh1HLo6lCkzqZFJ6fnCeen7gNs06bZpIFVp1ChwakS5KeLGLUrcJXo8nGdCFsd1yG1t2iQcl2FHqG5dWMadfEeG8wOWDMOYCEd7y6JVGN1vh+03JR92J+VBw1y1kW0EuFxGVc7WB6Ud1yhxXZu6cch2nskm0Y1drh9lzPk4B024RJ2HyeV06aa6QX35l50a8a4qJz90qn74VPd/pKbGLJCH04LXaael32tuu03ZJRMRjgwvTFgMZxiGceTkk7fHSy8twQMPfIF43EMy6SMW85BK+TjooIE499xdWnqIDNNu4MhwhmGaA9V0lEGkppymKmdKi+qczLWoXaj1s4n0cYket6XromdyNaZcRJDTo8Jp9cUriOLJ/EWkXYOqKCARcZPpxLRFgcvRPboI83AZ/RTqrtHgFBHc5mh3QdVW2AFaUwM8+2xmBFAwRSbDMAxTmFCE7yg2pSmNSnPYpSpyEZXtWi7bKG1TnagR4tTxUKLCqW1maz+a8ijjjP5ZybMcUfMAoMgSge6CTlhPIjPKXIdsp4p9z8u0v3XHJQvilOnVg/3SUuCCCzIjyBMJ4JJLiIfAMK0AFsMZhmEMfPHFZtx117f46qst6NGjGCed1Bv77NMZM2YcjCOP3BZ/+9v/8PXX69G/fwecfvqOOPbYYUgkCkc+SyZTePHFZfjmmw3o2bMMkyYNRGkp3/oZhmEYhoLKWRkmalpUMTwfDspCjv6W67pGA1EjuVX1dP2ZonpdIsKziQbX1dFFCMnjdYkcD0RxajSzDvVxyEK5aU1zIPpa45lEiQaPIoJn+90J4xJR/s476eL4Dju49dUe4TXDGYbJJwcdZLb/qBHf+RbE8xFB7tpvFNvNVE5XNortZevPxcZSQR2nLkLcZXy2bVPfujG72Ka69uR8al33z9EUge5CpvWQvla6G2EBXH5YJixWq3CJ0DeVCduQN96Y+dDlaadFOLB2Rr7tSiYarIgwDMNouPnmJTj3XBH93dDgI5HwcNdd3+Kkk3rj3ntH4KijtsVRR23b0sPU8uaby3HssS9g2bLN8DwxzWXnzsW4445x+OlPh7b08BgmJ3BkOMMwuSaYdlgVqZMrQdxFDM+3U7JQhXKTM5DadlDHZRw6B5HOmWdrw9S26zFSBPaoordpfDYRlnqNUhzCKmFcTqMJ5eE0pKX5fmakTdRo8CjCeQBF1KZev7Z2v/wy3YnZp49bmwzDMEw0AhFcJWJFtSujtmPDtQ6lfBSBMdfCeLisiygu9yFjemiSum/qL+pDkCZMti1FNDWNSx5buB9de64PuprqZieM02w3XdnMcmpPkssDHKr/i1RRXO7L9pCDyTaXhfBEAnjoofT9ww83j4VhCgUWwxmGYRS89tpanHPOFwCAhgY/7f2BB5Zjp5064LzzBrXU8KwsWLAOBx74FGprhSUj1nsE1q+vw3HHzUJVVSkOOKB/C46QYRiGYQqHCRPsToZ8C+EuDsh8C+Qy0SMlote31dHly+mu0cyqdoO08LuLA0rXVrZOZNNYqftyWnh8qu0wUa9D1zFlpqmmXneZjj2zTVcR3KUOpS0V8kMIUcVxFd99lynOJBJAeXn2bbdWeM1whmFyRTgKXL7PhsmF8E1p05Sebdl8teUq8lJ/G6Pal65lVbZVlH6odpsrujYoNpotL0p72faTq7yoZYOpyHNhowXovtu5FMZNoriLQD57dtN2aWnTdnuemYjXDC9MWAxnGIZRMH36YiQSXqMAHsb3gZtuWoJzzx2IWKwwf35uuulj1NcnkZJ8f74PxOMe/vjH91gMZ9oEHBnOMEw2BCK4ylGpclzmIoInqhje3AI4tW+K0ydKfVsEh0vUECVyx6VdymehaycscFIiZEyRM5RIG5MjS+f40kUJuT5YoMNlTFGPJZymFsr1x2NKl/uI2pYuz0Uc1xHFERu0WVcntmNIiYaKi90ba6XwNOkMw2RDeGYhF1syGzsySn0bLWlvhqHaearypjpU+zLbPk2Co6quqR053SRYUrHZe6b+bXkUQdXUlqk9VR3Xz9Hl2nK1B7O10Wxtqrblew5lDFQRXD5XrveSb75JF8i7dqXXb+2wGF6YFMhPHMMwTGHx9tsblEJ4wLff1mL16np0716YDqInnlioHX8y6eP115djy5Z6lJcXNfPIGIZhGKZl2W8/u/CtcmQGZCuIu4jh2ToksxWxm6MPV/GZKmxTHHtUB6JOwKa2QXXIyfuuzkiKKK5KUwneDQ3qbdv4KTSXCE6ppxpbLkVtFyeqTYSnQvlMdNdzUxsxxBIJoY4HF0BDQ/vyYjIMwxAIRHBAL1Tp8nT7pvJRxG/qb7WpXDY2abY2p6swLtfR1XO1rah9muxPF9vYZNvK+y7HaxPBcyVYU2xxm+1POX9me8a9HxvZfBdc69r+T9r+w8ovCiZBXFXGNF6ZLVtEmeJE+3vokikMWAxnGIZRUFERt5YpLS3cmNFkUi/ku5RhmEKHI8MZhqEQFsCDaewozoTwu7xNTctmW0W2Anmu21FhEgIp9aKUCdKzjWbR9aVqP2iHGikht2E7T6bzIefZxFqXtLD2Gd6XiSqEuzxA4Tr2bNpyEbVt15mrCO6SLvcfBdV1m3ltbxXEw6xZk36BDBiQ3UAKCJ4mnWEYKuHldQB3G9JFvI5aT7WvS3MpkwthOiqukam6NqjpUftT2Y+2/iltubbn+pAp1b6y5bkcv+18UG05mw0cNZ8yJplc/sei3BuogricZ8Ll2qf+F864LzY0ADU14hVsDxlC67QVwDMOFSYshjMMwyg49tieuOaahUgmM/PicWDChK6orCzcW+iECX3xz39+DVV0eCwG7LBDV1RW8hN4DMMwTNtmv/3Eu4vwbXJkqvZtabkQw5srAiFbgY3Sp6kPioPVJYJDFZFiO79RonBt51gXFSP37TIu+Ty4Cv+6NHk7HEEc1SmsatdUNjwul7Hr0lzr6fJ146Kk56otW164P1dIn63LF5BhGKaNMWGCeHcRwqn2ZK6Fc9W+Lo2Snwv7NBcPcmXbpu53X/XzZrJJTH2b7B7XY9DZMhS7imIryGOVx+NqX6raNJ1n2zlV1beVoeapxkPBNOZcCeFUgTm8bRLDw9uqF6V/l/GZxgZA/4Qww+SZwlVyGIZhWpBf/3oA7rzzW6xeXZ8mKMdigOd5+OMft2nB0dn53e92xsyZXyvzUingkkt2beYRMUx+4MhwhmFURBHBg3eTc0FON6XZ2onq9KQSVbTUkUuhnCpkm/pVOSjD70EZlZMvyvh07VPQOfJcPiOKw1EuqzsOVRvhNJ0TMxeOcBeiitnZ1gunhWkOUdvWhyrP5QELXZs6MqLDg6ciglcbg6NsGIaRCc8uBESzLeW6qn1qns1OzMam1OXnU+ALyNeDXDYhlCqsmmwgk91oatPUttyuSRTW2T3UY6cIzvI4KQ9p2kR2Fzs1n4I4tYypbrZQ/6OYtk0CeHhbfqnyshm37v9zQAwpsdHGBXEPbFcWInn868owDNN66dGjGHPm7I7TTvsUr766rjF96NBy3H779thrr84tNjYKu+3WAw89dACmTJmNurokEokYUikfvu/jqqv2xHHHDW3pITIMwzBMzhg7VrxHdVDqHAbh9wCKIGhzgFLazqXwmK2TJmpEcLZtUcqqhHBX56+qTZNQGSUCJFzXNFaXMQbvFCcqJU8eY3ib6hjW9WVzippwdZ7LaZQytnq2iDCqqG2LtooigtvEcRO2BwBEmZh4OFAWwtuY05JhGCYgeKgSyI1tKbclb1PL5UJYV+3L5NIGpZLPnxQXe8jVNqM+DBfl+Gz2jG6famfJdo6tf0q+qU2KfRakm2wbXX4UOy1MFHvaFeq1pSuXjSBuE8VNYrlt7Kb/wsr2VH80hg3Td8AwOYLFcIZhGA1DhpTjlVd2x1dfbcHXX29B9+7F2GWXSnhe63i266c/HYoDD+yPhx5agK+/Xo9evcpx/PFD0b9/ZUsPjWFyRr6ftmwd33aGab/ssYeboO0ihqvy5XRdmq2NXDg2KeTKcekqRuYKF9FUFsTl9HyOz4bsoLMJ4SZBVFXWlKerq8qTBWt528VBrBpXPj4Lk6CsEospaaYy4X0X4dpWJ99thdvTobuvxZDSPynRhogBiOe5fYZhCpuxY812WxR7siUE8GzEcBfbJJe42FTZtG2zTVxtFZ2tlQt71NaGap8yNlV9nV0YkK0taRqv6txRx+2a5ko2D67qoLRH/R5G+W8rp5nGIJfX3dtU49P2obIj25hNCQibMp92Jfsqo5HnnzKGYZjWz7bblmPbbctbehiR6Nq1FL/+9ciWHgbDMAzD5IQ99mjaTiSA0tKm7WzfdXmmbVO+rX5Uh6YuzUauHTkmoY5Sj1LfpUxYCJfFZpcxyoJ6uB2V74bStuzrkfuwtaFy5rn4j6iRN/Kxuuie8jGoPgddlFSu/F8uIjAlTVfGFH3kImq7it2UCCdqHdM5D39vGoVw3YthGKYVE36oEsiPHZmN4O267VJOl0ZptyXJhbhpSosiflIilaOKqraxUc+H7rip7Zn6cbFRXWwynd1CPd+Avg3qcVP+g5hw+cxdvo/hNN09zLSt2qe8bG2rxhN+pU2RzjYl0wIUyE8ZwzAMwzCMOxzFwzDtg9Gjc+OY1KWbyspptn2q85PqvLTl2ciX89JFeIzSjpxHEWNVAqzLOGSRWh6HqQ+TCGrqS9WPrk64zfA4VWM21bWly+O0nZeo2MadK6jOUdU5NtUL55m+DzqHq+masTl5sxmXabzK+5MugmfUKHUjrRQP+bX72KZkmMIheLgyim1pe6fagbrtqPXkbZc8GZPwZiuf79/1bG0HnT1Dtal0bQKZYqtpP8p4bWOntuMybrmsXF5VxzRmap+m46Ics8v5pv5vyIUdbKvj8r003T909yTVf2LdS9W/rV1dX2njlZ+2baNCeL7tSo4Mj0aeXCMMwzAMwzAMwzDZMXq0eNf9yc72nVpW3jblUR2bUR2WVMdLtkJlVEz9qkRV1+OJ6i+hOPdsfZvSsj3fLuchqsPW5Ryq+qE48KI4acNlmsOJrkujiuCUMbakqB1VuA9Ic4TKzso27LRkGKbtE/XhStu7TQjK1mbMdpuyr0vLpizlQT0bJtstG5vQVF/1201t13bMNmE4Sh+qdqhpunG5PmRpqkOxD21tup7bqGVkovxnoWJqj/pdNN1D5Dz5/iTfp1R9qcq53MPkvrVCONuWTDPRQi4ShmEYOps2AbNmAWvWAEOGAOPGATF+tJ5hGIgnLTmKh2HaFrIAnm+npc1xIKfpytjaoORnk2ciG+dNlChrVRvBOHRRxkE+pQ05Ta4f9qu4nDN5fKr61LZ1wr/J52MbnyqCOYojVQ7w1bXhErQhnzt5jLoIadVnRjmeXDsk5XFlm6ZzpFPTs6mjOzemPJXDM2OK9KCRNiqIcwQPw7Q9Ro1SC0DBftR3lzxVuaj5rvVc8mzpLmUB+sNXOky/ddT2TahsFblvyjjlOro2dWm29lVjc/n9p4xBl2bCNi6dremSpvuMdH1RxqOyeU22dBQ7m0qU7wfl+227L4X35TRVvlxO1Z+qfa1dCehF8TZEvn2VbFdGI49/IRmGYbLn/vuByy4DtmwBPA/wfaBfP+Duu4Fddmnp0TEMwzAMkytkh2W279QyFCeCvG0r0xxOS4pjLhsnYS7bSSRoPg5TP1GdUfI5o0TTmNoK2qA6lKllopzj8PFQz7FLPVs5k2Ocej4L0fdlcz6aHKoqXB3XurwowjkF7X1T9YQCR/AwDNMKCFZxyLcdqSpLtQVVbdnSXPLlbco+Nc3V5okiLpvqB/mu0cumstn+rMlt6OymKHas6zHo7AeXcVHOr6ld1XiyOT8mmzQXn5/JVgv6yDcmu9qWZrtP6epQv4su/4Nt5drLQ5ZMYdIMX2WGYZhoPP00cN55Tfu+L96XLwd+/GPg9deBvn1bZmwMwxQGHBnOMK2fXDgsg3fXPBfHgasTIIqD07ZvcziY2nEtly/nT+Cw0jnBKPXD46OWD7bD/cvI6SpnG6UPkyNPl29qO/AR6ZxM+fQf2frPdT/5Pp5cIDvoTQ77XIna+XLSBtekfD+MIZXeQTuI4OE1wxmmbRB+uBLInf3oUpYqSLnaihSbkGo3UgQ2lzQT2doPOtuPYlO51pXzXO1OGzrbMsoDjao81zqmcdjGpjqWbAT0KOPOR90Am+2bTftR/sfZ0lzvP+E0239luaxuHKb7YYb92MaFcI4ML0zy+HeWYRgmOr4PTJvWFA0eJpkEqqtFdPjll7fM+BiGYRiGic4OO4h3iuMwqhOTWp7iRLClRanj4qA07UdxplDKqQJAozozVVMbysKny3HIkSE6x5qqbZuDUzW2cFmVc031+YTHpcs3tSGjy5fPLZXwObLVp/ipTJ+xqm3VZ6A694XuHzN9Lro0VR1bNFe2QoKqDeO9M+ygVL0YhmEKiB12cLftsrEjVWWi2pC5sh9zYV9mm2Yjm9803cNn2di5sg2i68vWj2os1AcvTe3r7FWK7aGrY3pIT9W2y8N4rg8IuuybtuXjCx+L6RzahHlVWr7QfaaUa8Xlfhds2/qz9Ru0Qb33ZSy9I9uTe+yhHhDD5Jgc/KViGIbJPStXAp9/rs9PJoH//tddDF+2TEy9PmcOEI8DBxwAHH880LVrduNlGKZl4Mhwhml95EoIz8apSXUUuJbJpo1c7dvSo5ZzLavCFGGR7XGYylMdQOF82VkmXz+uDwkEbegcazrnkxxAofr8dY49CpQ6QRlKNI98rlyjiXTvrQ2TMziMTSC3XVu265lST+XQTBtc+MNvw4J4oa8Zfu211+KSSy7B2WefjenTpwMAfN/HlVdeiTvvvBNr167FnnvuiVtvvRUjRoxorFdbW4vzzz8fDz/8MKqrqzFx4kTcdttt6NevX5YjYpiWJ2xTBu+uNl2+bExTv7nMi7Kt2s82jUI2dqTObqD0l++frHzZKq7HrPusshF9TXZrtscc5TNtTlwfHFDVD5OL/1ym7zHFZoyC7r6malt7r5T/0KhszDZGvu3KbGjPNmWW7gyGYZj8kErZy7j+Xr75JnDKKaJeMinSPvoI+PvfgUcfBYYNcx0lwzAMwzAUhg1zdzba3rNxULo6Syl1TPUobYdxcV5SHBtU54dKwFNFELu2Hfg5TO27tBc4y8JiaVhUVDk/5XOqElpV51YWd3XtycelGmd4fKbj1jlvdZ+97F+yoYquMQmv8rlSnT9VG6q2dedbVUb+jFsrtvPa3GNRvcJ5yuidYMDB9tixzTvwds67776LO++8E6OCdUW2Mm3aNNx444247777MGzYMFx11VU48MAD8cUXX6CyshIAcM455+Cpp57CI488gqqqKpx33nk49NBD8f777yMej7fE4TBM1gR2pcnuk9N171Q70aWu6p06HmodWzl525anS3MtayIbcdAUDWxDLkeNMjaNRdeHKVKZOmaTQGyqbxK0bWNzsVVU50lnA9raMY3NdZtyrCrbNcC2byOb69tW3vRdlvdd7hmyLUhJV21T+ssQvtvwA5aFTHu3KZv5rxfDtG3q6oDaWqCiAogV6uM/rYSePYEBA4ClSzOnSQdEVPe4cfT2tmwBfvEL8RmF20ulgPXrgV/+EnjpJTEtO8MwrYdCjgxvz09bMkxA8KBZrhyDuUqL6nyklHM5Jnnbtm8rKxPVSehSztXRYxMAqU5CF4etnB58ljqBPpyvakPnmKRG8prSXc6nbjwmTA812KKCoji+Xfqx9c2+stygu1c1pssCuC6tjVGokeGbNm3CCSecgLvuugtXXXVVY7rv+5g+fTouvfRSHHXUUQCAGTNmoGfPnnjooYdwxhlnYP369bj77rtx//3344ADDgAAPPDAA+jfvz9efPFFHHzwwdkeFsM0K2ERnGr/Ud+p7eTatqS8U/OibJvSXMvayMaOCNsBbBPkhrD96lqPEpXvGtWer8+UasPaHozINlI8Cvlo09RXNv+vwvvhthofsgxoJyJ4Ia4ZzjYlWAxnmFywbBnw8MPA228LcbVTJ2DSJOD//g8oKmrp0bVOYjHg7LOB887LzPM8kf/zn9Pbe/JJYONGdV4yCXz1FfDOO8Cee0YbL8MwTJj2/rQlwwwZQnckuuSZyubCYenSn648dexyWXnblqdLc8k3lZFFyFw6Q239Zkv4PKucWVHPm3wt2KJcshkb1XFnumbCY8qW5nJStkS0dL5oTh+fyYEpl5PLZzgsA3TR4W2UfIvhUdv+1a9+hcmTJ+OAAw5Ic1wuXLgQK1aswEEHHdSYVlJSgnHjxmHOnDk444wz8P7776O+vj6tTJ8+fbDjjjtizpw5rcZxyTBhuxLI3n5U1XFtK1e2ZZR3Wxp12zXNlJ4NKluqkMmnTZQNsu2uy6em2/KilMu2DgXKbEfU7WA/GK8pLZyeLZT/Eqp9yvfW9Tss17XdL7R9qQTwNiyKF6IYzjYlWAxn2jepVPYR3IsXAxdfLCKOg6m9168HHnkE+OILkZeNduH74tUeI81PPBH49lvgppuEAB6PA/X1QFmZmNp86FB6W19+aTa0PE+UoYrhvg+8+qqYXn3ZMqB3b+DHPxZrkLfHz4phWopCjAznpy2Z9syQIeKd6lB0dWZGaStbR6mtbtT25LqUfVtZHS4iWYAshFMjH0zt6KKpw+VsfeiiTMJjVe2r2lUdl6oNOU1uS9WO69hUeaZpHGV0DjpVW2F05z+cJ/ehuzZs59MUZWOavlJ1rbQUrlHt2dZ3dVja2rK9jAJ4G3VWNie+72PDhg1paSUlJSgpKVGWf+SRR/DBBx/g3XffzchbsWIFAKBnz55p6T179sTixYsbyxQXF6NLly4ZZYL6DFOoDBiguEdBb5tla9u52Ju57JfyTs2j5FP2KXlRf590toUtzSZW6mwYk32k2taN0zZGuQ2d3eXSdjbj0tWRbTW5nmqcOtte1baqjG4/XMdVpFZt2+zRKNsqqNdbrqF+V8LppvuE7Xsvl9HV1/XVuC//CZRtzf320w+EMdLQ0EC2K9mmFOTxK8owhcmWLcC//w08+6wQrTt1An70I+CYY4Dycvf27rknXQgP8H3ggw9EtPGYMe7tfv018MwzwCefiLa22UZEm++8s3tbrYkffgCeeEIIzTU1wLbbAnfdBSxaBKxZI87DkUcCHTq4tduxo3q69QDfF9cChVQKuPRSMc54XESWf/MN8PrrQgy/8cb8GkAMwxQ2/LQl0x4JHJYA3YHn6hyMkkZ1WFL61DkEKI5KVwema54NW1lKWyrHUpR2qPVdnHK6dkpLzU5Xk6NOd77D77IorOtH1YbO+arapz4oQM3X1TGJ31GhOBejROnkgijHpXN+tgZszsrGqHBZCJcv1D32yP9gW4h8rpjlAVi1ahU6SX86r7jiCkydOjWj/NKlS3H22WfjhRdeQGlpqb5daZ0v3/cz0mQoZRimJQnblQDNRtOVo9aLYo+69h1lvKp3Wxp1W7VvS7fl2TDZYdkSxTbNxRjyZaPY7MF8o7PbXMsUEtmI7rp9IP/2Yb4+9/B9TPV/N1zGNC7V/Q2wzDjUmi6ciOTb0nrttdfwxz/+MS1NZVeyTdlEM95CGablqa4GLrhACKvhKO5//lNMcX799W6C+Jo1wP/+p8+PxYDZs93F8E8+Af7f/xPbwTi//lqkHXcccOCBbu21Fr79Vnw+mzc3Hff8+cC8ecBPfwr89rfR2z7sMCFS6ygtBSZMoLX1+ONCCAeEEA40jfell8SU+SedFHmoDMM40FyR4fy0JcOoGTBAvLs6+JorzebkdBmnSz3VOzWPsq/L0/kUojg6w2WoESSujhr5mKiiL1WUN51Dk5CtGptqO+xLMAniQZ5tXMF4bKJ/czpCg/7y4a/KlQM6KrlwXObb+emK7lpW3cuU17UqIry1eboLmO7du2PBggVpabqo8Pfffx8rV67Errvu2piWTCbx2muv4a9//Su++OILAMJ27N27d2OZlStXNtqavXr1Ql1dHdauXZtmW65cuRJjx47N2XExTK6g2pWUbdu7Sxu56tvVdsyFTelia+rSXPJdcLVnXdpU/XQ1l/1EiVzPts1818s18ueRK9OCcny2MlRRHNDvh9PkdDnPBdO4Kd9nOT0X14JzPybhm+3LrNhvv/3wRCBQbEVlV7JN2UQB3A4Zpvl47LF0ITwglQKWLAH+9S/g5JPp7a1fb85PpYC1a93G2NAA3H130/ToAcH2zJnAbrsBkk7SJvjrX9OFcKBpe+ZMYK+9RGR4FLbZBpgyBZgxQ51/0UX0aPMHHxTTqusize+/n8Vwhmlr9O/fP22fn7Zk2jsqZ6XuPVdpUfqQRZ9snKRRHJIuzkx52yXPlEbN1zntZNHYNUpZ7kMWe1UOJ1X7tukOVQ6ooH2TE0znjFM5U6Mcd3h8qnHJx6jr1ySQq9Lkurbj1EW6yMehalN3LLq64f6iCtCUeq5tm85jrtqwfZa6NqM4L1X3Qd09MoaUWghXNdpGiQHIYnUzUvue56Fjx46k8hMnTsT/pCfvTz31VGy33Xa48MILMWTIEPTq1QuzZs3CLrvsAgCoq6vDq6++iuuuuw4AsOuuu6KoqAizZs3CT37yEwDA8uXLMW/ePEybNi13B8cwWdCnj3iPahNSbUVVe7nu09W+dB03NY+6rdrXpUUpI2P6TdWN0WQLRXl40GTfqOpS7AC5Ddv4dOM1icU6G41id8jpps/O9ACBiyBMrZfttms9Fa72aJTo8FybT6b2VPcGal25nO7aVdmWcp1EAuknQRUZ3obF8Djya1d6ABKJBMmuZJuyibb7T4ZhFDz/fKYQHpBKiXwXMbxbNxH9rWszFmsy7KnMmwds3KjP933grbeAQw5xa7fQWb4c+PRTfX48DrzwAnDmmW7trl8v1m73POD888Xa3n/7W9NDCv36AeeeK6bJp/LNN3oh3PfFGuIuT18uXgy88QZQWwtsv72YeTCbdeYZpj3hIf9TWgJC6A4bmfy0JdNe6dPH3dGYTVo2bVMcna5tUY6bem7kOro2XPJs/oSoDs+gnEoQz9a5Q3HUqJxLlPNhG6PKXrMdmymPGm1uGp8cRe4yplwiX1O5jCyynSdqfTlNhlLGRi7aaAls9yXVttExSb3JMDmjsrISO+64Y1paRUUFqqqqGtPPOeccXHPNNRg6dCiGDh2Ka665BuXl5Tj++OMBAJ06dcLpp5+O8847D1VVVejatSvOP/98jBw5EgcccECzHxPDhOnRI7p9Z9vWvUdtx2QTZmPruow9/E7NM22r9nVpLvm2ui35rFW+oqRt9mSUNnT1VelR67U1KBHeprK6NEDfrpwXRv5cckUuvrem8vL/kCh10sqaxG/qFK1MVrBN2UQbvw0yTDq2KO1164SYSQ2+q6wUU6DPnasWxFMpwHV513XrzPmxmJieva2xcqU5P5kEvv+e3l5dnYgCf/XVps8mHhdTzM+dCyxdKvaHDBHn1IXKSiFc6ygro4nZ9fXAddcJkT8WE9ddMgn07QtMmwZIgagtypo1YvaETp2AwYNbejQM0/x07NjR+sQlP23JtGVUUTu292zTclE/ioNR5+jMhYPSVEfXhi1Pt00RB01ptmgK01hdCJ8LXQSFzqln6lt3jlV1defAdL5UDrKgbUpdXT1VeV07urQoDk+Tg1omX+1TnJgm56XrwyAtKY7n0yFtu08qr3vbFyrIHzUqp2MtJDzkd+mdfDy8ecEFF6C6uhpnnXUW1q5diz333BMvvPACKisrG8vcdNNNSCQS+MlPfoLq6mpMnDgR9913H+L89DXTghSaEO46hqi2KSXN5T1Kmm5fl0bJc8H0e+3SR7ZiM6UdSh/UMoDZTo/ShgrqMZps2KgUuuBOfWhBJ44Davvf9fPNRhjP5fkN38/ke5upX+r/lcZZh2TaQVQ40PrsyvZiUxbwLYphck9VlVl0raqiC+EBp50GLFgArFrVFC0cRIv/3/8BI0a4tde1qzk/lRLjbGnWrwfee09EdJeUCL/I0KHuwnKA7bhjMbfjvu024N130yO4k0ngv/8VIvTpp0cbJwAccQRw331N64WHiceBww+nXUe33grMmiW2ww9TrFgBnH22WHtcs4Rcs7FmDfCnPwHPPdc0xu22Ay67DNh995YdG+OA7wPV1eLl++KJjfJy9xteAZLvqYdc2uanLZm2Ro8e4j2q8861Xq4cjap9F+dits7W8LvtWOWyurqUPBlXh2YMTcZICrE0B4/s7FGJ1jrnW/BeWmp2JIXTbWmq9GDfFDUuO2BtArTctulYZXTturShGjelvnyc4fHbpokE9A8/6KJjVG2b2qKMm7KtwrW/fLQRZYYGal/UujoHp+oV/u7nZeBMznjllVfS9j3Pw9SpUzOW7glTWlqKW265Bbfcckt+B8cwFsJ2patt57KdbX3qdtRxu445/K4rr8szbav2dWky5N+NEKmQLJSNDUQRHm3tUNJtea5lbGkubVCfX5Pr6h46pY5Jbkdn++n6sgnKUe1AFzs31/qrKqI/6EtOC49D1Y4O2/fF9f7giq59070tkUD6H0FZAG8HYnih015tSv43w7QrJk0S0cKqKa49L9rU4126ANdfL6ZYf+UVseb1wIGiryhi4YgRIvp2wwb9OMeMcW83l8ybJ9bwTqXEGGMx4MMPRZT1yScDxcXubfbvL9b1XrhQH2VPnT1lyRLgnXfUeb4PzJ4tBO1u3dzHCQCnnAI8/TTwww/pgng8DnTsCPz85/Y21q8HnnxS/Rknk6Lt2bNbdjr8LVuAE04AFi1K/0y+/FKsv37//UBoNmimUEkmxVMrdXVNaRs2COu0d2+gqKjlxtYOaS9PWzKtH5MQbiOqg5PSlquT0/RHXfdOdYRS3qn1wmV1+xQHZkAMqTSnoyo/g5BDIhZqPJEwP+no4mQxfc62NlXOJtP1Qz3HcppJdA6n6aKVqX3pHGFy23L7lO9itpE5KmehaUy5Imo0uOqchdt0xeYMziXh+0M+2tTdZ13u6Y0F27jTMt8RPPlsm2EKma5d6faXKc1126UtSnmqrUgdFzVN9e6aJ6er8gCCyJ3F70BM1ymBwBalRvbaMNlw1AhsU/+6NsPtukSG28ra7DPXY9K1Y0qP2l42bcr1be1QxqCLCg+bQTr7VM4L0H3mYaIev2u9fJaX740A1KJ3G7cnA2JoXZHh7YUc/+1imMLmiCPEettffJEuQnoesO22wFFHRWu3Qwfg6KPFK1vicSGm3nSTGGMgQgbR5ieeKMTylmLNGuCRR9LF0WB74UIRQXzEEdHa/tWvgIsuEr+LsiB+0EHADjvQ2nn/ffNa7oAQ7w88kD62pUvF8RUVATvuKKK2//IXEWmeSon+xo8HLriAtk78p5+af/9jMXEcLSmG/+c/6vXRg/N6/fXiPDAFzvffpwvhAQ0NYhqCfv1adYR4oU891F6ftmRaJ1Rnpe09G+dfeD+qszGKk9Nl7Lk4R6r38PHr9jOclIYQF/K9UdVGyKPT2E4igeLGMWe2rnKgqsqFnUnhNNu2rZ3gs9G1HeSZhGtVGdPnZXMuyn2H+1EdQ9Cm6jvhGpmuGgslakZXXnW+5Sgd3bmh+rxUbbq2Ee47qGvKp44r2zaaA9W903Z/FJ9bLO0BGCUNDcCwYfk9AIZh2hSBXelqO+Vq29Yutb1s24iS7/LukgYQbUlTug5TeLWqjIMxEwjpxQlkPOwZNOMyXJONobK5otgN1Chsqk0WxmR/mmxh13OkqiOnRy1HsflstqDNVs0npoc2g7GFy+rSmgP5OpH/Z+jKq+rJ7yr7ElBMkR78wQq/eL1wpgWg//IwTBugpAS49loRkfvcc8Dq1cJAP+QQMbV1aWlLj1Cwww7A5ZeLMX70kRAfhw0T49x++5Yd2zvvqKOZAZH+/vtinXSXc1lfLx5Q2LgROOssMf363LkioLVPHzHd/EEH0fW6+np7WZU2qGL9euDvfwe+/ropLRYD9t9fiOGXXy6myO/WDejcmdYmYB+f59GPd948cU1//rkQ68eOBQ47rCmqLypPPaXPS6XEZ71yZfb9MHmkthaoqdHn19eLqdPLy5tvTAzDFCS5EsIDojgnw/uqP9YUJ6LOOeniHLXl5+I8qZyVqn2rw9IkZFOJ4I0JhLMUYk1jVLQTSyRgiuYJQ3HoyU4klcNS7kt1rk0OO9N1HR6TyjFp6z/Yl8ekc2qanKe6c5ltdI3cTnNF64TL6rap70EdHarPzpVctBEV6nVhurcBjp9tLi6qAqfQH7BkmNaEbk1w3buLfeZiw4XzXG07WznXsbjkR3nXpaXZktQITcqPWnP/8G3tL/zwlsvU6zYbQ1XO1rbuQUC5jmtEsM2e0Y3PJrq6/pTr7ASq/UA5t9mMxdW2lNOo9qScB5i3g3oB4fxwWng8UbBdp7ZzE76P6e6Fclum+064zUYK8enRZoIjwwuTtv+PhmEkSkqAY44Rr0Kmf3/gF79o6VFksnSpXgwHxO/cypXAgAG09j77DHjmGSFOe55ou7gYuPpqsQZ5lBmchw5Vr+cd4Pu0wIZkEvh//08E1oZJpYCXXhLjPOywaJH6O+4o6utE+WQS2GMPezvPPQfcdVd6JPxzz4kp1q+6Chg82H1sARs3mj9rQCwLwBQwJiE8XKYVi+H5NjB5SkumPeDqsLS9R3H4yXWjtEOtY2vDpQ9Km5T3ACfx2+ZZozofTF42SxsxuR+LIB5uWgXFiaNzqlHOsclppnKKmhxCuuiUYJviTFI5zsION5cx2ciVqJ1teyaHI6VfWztUQTyM3H5L+O0ynIeOdeV32/2WYRgmX4QflqfaX6Y8121dW7p61PazHVc2Y7fZnXKeVgCn2JHZ2I/5RjKeKGuXB4K5yqaKatvoRGeTvUJtUzdWCip7Jupvv0vdKP1EFbJN5Uy2pa2Max3TNpD5X8Fkm7rareE61LxsbEBdXdW9p5GGhqYDCm+H8xmmBeC/Q0yro65OCIWlpa16Zt9mJ7V1hpKiouzOW3Fxk2itgypgL10KPP54U1vBe10d8MQTwEkniRmcXdlpJ6BXLyHKy1Olx2LAoEFiWnwbH38sllrW8eKLwAEHAGVl7mOsrAR+/GMx5bx8LuNxoGdPYNw4cxsrV4qodSBz2vraWuDmm8V0+1E/7xEjxNTwugcLysvFktNMAcM3Saad0NDQgKlTp+LBBx/EihUr0Lt3b5xyyin4wx/+gFhMOEB838eVV16JO++8s3G99ltvvRUjRoxo4dG3LKrZPUxOOdu7ylkYztOlqepTnIUUp6ZpTKa2KWPK5p3kqLTt68IMVA4Gm9NB9t6oPELh/HB/lvZlQbw4kUIiEdMOP3xuwvXkYemGotqmOClLS9P9NarPLsg3OYZsojjFIRW+3uQ+5XeKP4niWFVFscjvcr5u3zQOU7u68uExRnHo5cLBmE3kjsn5GbVN6kvVV2aEE2Gq9DYOR4YzAWxXRif8gCVAtx2paboyFDvOtZ0odV3G5zL+cJqqnNKmpIrgVPswKjZb1eW3J4IRIK9VTp2xyGUI2QrhhYjJPqPagKZyFLvRVl5nU1JtUhWuIr2LQB6MWU6T83T5qnKmtChlTHWo98005HtP8GoHU6Tn265kotFKb8lMe+Szz4CHHhJTMwNCJD36aLHuM+s9eqqrgU8+Ab76SoiaRUUiKnrkSCFsu7LjjmJKcx1duwohl8Lcueb8t96Ktg57LAZceKGILv/hB7HveeL4e/UCfvc72jXz6afmtcfr68V5HTmSNq76erHmeiIhztPPfy4+nyeeEPmeJ/oaNEhM52/7fGbP1j+YkEoBS5aI6d0pwr+KE09sGptMLAYce2zhLC3Q3qipAbZsEZ99SQlQUaG5pilPalRU5Hx8zQlHhjMAcN111+GOO+7AjBkzMGLECLz33ns49dRT0alTJ5x99tkAgGnTpuHGG2/Efffdh2HDhuGqq67CgQceiC+++AKVlZUtfAQtgyyE25xxtnf5zy/VCagro8tzdUq6OiRVebq2orwrpxWnOikpQrnO00FxdmbrPQojtRVLJNKmVY8hBXlNcVuEj3wuVeK4qa7OH6tqO5yuKmfy7ao+ezndVt80Nl27FMeb6fJQ+adz7eC1RebYylPa0B2L3K4rVCdlS6C6fsPXkcmBTG6cYdoJbFdGQzXTUHiban+ZbDFVGVsbtnayKRvFPqUegy4vvJ1hU1Jsy+YWw8NkY2e61Nf96Ceaosnlhy3D1WwP/8lN6+wDm31jG3I2P79U+8o0NorN6DIG12PS2bhyvu09Sh+UtgH6dtBmgO1SzpXpJbfj0q7pPm5qyzjTWSCGM0wLwf9qmFbBBx+ItZnDfPstMH26iC4+/fQWGVbBU10NPPtsk2gGCEF2/nzgu++AH/3IfRryUaOA118XIrNKJD74YCGU2vB94JtvzOuPh9fpttHQII5r3jxg0yYReX3qqWL7s8+EULjTTsDo0fQff50I7lommRTC9Zw5ImIbALp3F+fqd78DTjgBePNNkbfDDuIcU8R6efp2XRmKGB5Ek5eUNH1+O+0EXHqpeKggHhfHETwcsMcewDnn2NtlcksqJT7T6ur09HhcROlnPEBRVAR06CC+CCrKysSHzjCtnLlz5+KII47A5MmTAQCDBg3Cww8/jPfeew+AiN6ZPn06Lr30Uhx11FEAgBkzZqBnz5546KGHcMYZZ7TY2FuKPn30TgKTQ870HmyrnIDyu6quqoypLZsjUcbF8agbA7We6p3ssDTluTowZUzlqaEbJs+USkWVBPFwWcra4/K640Hzqi7D7xTnpKquTmDX1VGJ33Ka7XpXjVfVnskRZXMYqvoz9SVDaV8u6+KUdHFA2vpVbcuYzkVzQLlPUdvR3bOA7J3pjaimEWlj5DuChx+wbD2wXelOYFcCarswnO5iH8r3RIotZ9qm2pG2eyulftRt2zkxRoEXuhgeBdkO1aXZ8iTbNoZUxhTqgNkeC5eR81wfvrOVM9kwLuMK0m3jNLUrt6/ql5Kmy49iY7rgKpq7lKeK47r9oI1CxvR90N2rM0TvdiiC85rhhUku/hYxjJXvvwdWrRIRw927u9VNpcR0z76fLpwG2//+t5iqeuDA3I23rfC//6UL4QG+D6xdC3z+OT2qOSCREBHBzz0HLFjQlF5ZCUya5N5eLmhoEBHM337blFZTI665AQPEwxLxuHu7224LvP22Pj8Ws6/J7fvAzJlCpA+zahXwwAPAT38qROet/6Gd6NLFXqZzZ3N+ba1Ys/2VV4ReWlQE7L23WAu9SxdgyhQhfM+cCXz5pWjviCOAiRNz5FhjnPjhh0whHBAPKixfDvTvr3gYpXt38XTFxo3p6RUV7jfkAoQjwxkA2GeffXDHHXfgyy+/xLBhw/Dxxx/jjTfewPTp0wEACxcuxIoVK3DQQQc11ikpKcG4ceMwZ86cdue07NOnadvVwagrG06jlpPHIDsbdc5HVV8mp6WpDd27zfGpOyeq9zSR18VZ6VJOV8fkJVO1YVIdVXVlz1AYk6MyaGNr3bS1xxV15GnWw4cmO52Cd9mpFc5XEeQFU6XL6fK+ToRXjS9oNzwe1bh1Y5I/ElV5k/PN1Hb4WHTldOPNxg+d7fipArlcR9e3S/lCgHKPo5B+HnmqdIYB2K50JSyEA3bbiGqH5WO7ufejbstpxlmFTLalqwie7x8+leGTrfppM0oMqH7zZHuTMhzKg4SubVKgnMYgPRc/7y72nc2W09l9LvVaGpM4rtoG1JdrFpdwWv3wtu6eHOzbvlK6+5Gt/UQCtP9/DNNC8D8dJq8sXCime37rLbHveUJou/hiIdpQ+PRTIRzqiMfF2s0tHR3u+8CGDWK9644dWz7Y0vfFFN6mtb1dpvgGRBT+558LMa6qSgijlZXANtuIhxEoEeEBnifqLFqkHqPnienCKXz0UboQHmbJEvFQwM4708cWsPvuwJNPAps3Z0aAex6w117iszaxZEmmEB7m6afF1PNRxPpx48Sa6yo8T3xG22+vr19fD1x/fXqEfn098NprwIcfitkYunQRbUyd6j4+Jrc0NOgDvAEhiG/eLL6TaXieEL27dGlS0ktL3aeFYJgC5sILL8T69eux3XbbIR6PI5lM4uqrr8Zxxx0HAFixYgUAoKe0jkfPnj2xePFibbu1tbWoDab0ALBhw4Y8jL55CQvhYUx/mFXlTA678D6lnFzeJPC4OBBt47SVoTg6Te/aSHDVk/JhogjlOlShDq5tmNq2tUPxjpkctoaLUeVoCqebHFG6psN1VeKzznGlcgzJ7cnlVeNWtW9zcAXonG8u5MrBm20d1bZN/KY6JF0uedW5iIrs6M0G3bUh318px2w6pzkZbCuC1wxnAvJhV7ZFmxKgC+FR7bRcbudi31aGmmfbDr/HkKIJ3jbbSldGJt9CVZQfY5cHL1VlwukWoyKw31OaXwSbTagqq8rTlZPLU3+GdTaLzjZ1wWQ/6/pR/QXR7dts2Ch2oVy3Od6D80AR+amXc0tiu1Z09/40VP9/28F64QBHhhcq7eefDdPsLFsGnHSSEGcCfF+sE33iicCjj9LWll671pwfRDm3JMuXC8E/GEcsBgwZAuy5Z8uJ4smk/UdUFWGqY9EisfZ4mHhcRJ6vWWOPkFYxZox4YEKF74t8CvK4VPmuYngqJbTCs88G/vpXYN06cby+L/J23BH4yU/s7Xz8sXnd8c2bxbndZhu38QHiYYL/+z8hiIfXDg/WSD/rLPMDCq+9pp6KPpUSQcSPPQacdpr7uJj8EPKdaKmuVojhAYmEIbP1wpHhDADMnDkTDzzwAB566CGMGDECH330Ec455xz06dMHU6ZMaSznSWtQ+L6fkRbm2muvxZVXXpm3cTc3Awao/UEBVKccxXGpcgRS2jC9KOOitmGrb9s3OizDJ9j0bnPeuQjmNq+RDlWei5eppka827wlun50+YrxB9Hhsvisci4BSFsTUuf/lNPkQwmnyd8Zmwgvp6kcgCZHp+16DZ0abRu5QOeYo1xe2fRDEc6jiv5yW7kmF85M3XGZ7kc6p2rkcxRULC+P2EDrI5+ORXZath7yYVe2RZsSyPx9M/0uutqYNjvTVj4X+7koE2XbyZ4Mv9vS5G1TWpQyYWw/4lFx+ZFVGYmUuolE5rrHIVKIGU1vOT3o2oRNSM+XnUfBdNocTimpDVU5U5qt/1zYZAE2QVwuYzs23XEF7VDI1XUh379UfZju4Rljcbn/tFE8sO1XiLTgrZRp69x9txD6ksn09GRSRFDPmAFccIG9nV69clNGR12diIYtK3OLbA5Yvhx4/vn06OZUSoiMa9YAhx4a7ccpmRSvoiLa+tEy8bgQ4k0CWocOtLYaGsR63Dq+/VaIubYpuWUGDhTn5/nnRR+BaJxIiCnXgz9YJnzfHC0LiOuNQiolIt8//1y0GY+LhxouvFB8ngsXirHtvDN9Wv6aGnN0PkB7KKG+HvjiC2Dx4qao+eHDxQMnffsKQTyIjt95Z+CYY0S+idde0+elUuIBj5NO4gDi1kSUewXDtAV+//vf46KLLsKxxx4LABg5ciQWL16Ma6+9FlOmTEGvrYbCihUr0Lt378Z6K1euzIjqCXPxxRfjd7/7XeP+hg0b0J86tU2BIf+myraJ/EeW4qTU1dO1rXOY6hybMlTnp9ymy7FR25PrZqzfmI3zkrJvK6tLU3ldVIqqq6PC1IbJC0VxUIbS5OnSw+s9hruWHZiqw5KdVuE03bUop8sOTlv5cLrKsanaN/2PyIUDzOa8NfWjcv7pytjK2hyKunNmK2dyUKqOLd8+OttnbqtLvV9SyXTahqZKb0cOS4YJkw+7si3alFoRBJn3KJOI4mrbhfsw1Q3v22w9k/1oSzPt67ZN50MZCZ6tCO5iY9qwKY+2cia7UNUWtR3dD7+qvM24MD0FiEz7UzUcRTVjFyZbTNeG6RTlwj6wtacbn8nO0/VFsRFVadR3U7+U9+A4XcuE0+Rt1b4tXS5DzVeVle9Hcnq4nsnu1I5DvhexXckUAFneGhlGje+LdYhlITwgmRTTQ1PE8KFDhfC4dKk6utb3gdBSTWRWrgRef70pMrasDBg9Wkx97TJl9TvvqMVO3xdi+DffAMOG0dvbskWIrqtXi/1EQkw9NWCA+zTkw4eLKcJ1YqxNLA1Ytcr8m+V5QoiliuEbNojz/sMPYmx77910rXTsKKblpkbUe55d9C8rs7fj+8Crr4rrLCCZFFPJL1kixPnRo2ljCtOjR/Zl1qwBHnlECPSB2DlvHvDGG2L99okTxau6WlwvVPF6/XpzfkODaJPF8MKgtDR9BgAV7ShwpxGODGcAYMuWLYhJP5LxeByprYbD4MGD0atXL8yaNQu77LILAKCurg6vvvoqrrvuOm27JSUlKGnpdU9ygO3hMpuDxcVpGa5rc2Cq+tY5Hk1/yk3bpvGY+rONJZyvjN5pbjFcPlibs4HSlqodm2PSVNbk+aEeW4jgvMeQgiyQN7aTSCgdlqohmq4N0ymibtscZ+FxBO+qumFUH4/JByxjE41NmERmm/NR1Qalbdd33Tmhfqa59tnZzge1rskhGcZ2rEEb2s8qmwG3QmIAIqxc5dQ+0zrIh13Z1mxKV5sueHexKeU+KDalynaT29CVodSJ0g51O81+ybUYbto2pblCUe90xkt4X26LakSpxmEydHQ/lDrjJJQXfvAysDNdbAhKWapdZhpuVEz9mURwOV2XZrM/VWI2ReBWlaMI5JSyUUXzcJq8rdq3pcvn05SWDbb2VPkZMyrIIvh++2U/sFZCvu1KjoWKRvv6d8M0G77fNGuijvD06SY8Dzj/fBGdW1PTJIjH40KsPOssmuAYZsUK4KGH0sX66mrgzTdFpPdRR9GE540bm0RrHV9/TRfDN28W61+Hx9XQIMTYDRvE+t4ukZ8jRgDffSdEZ5l+/cSDBhQoRhTV0Fq9GvjgA7EdiHrBtTB0aLTp1keMEGtc69YeHzHC3saSJelCeIDvi9kD3nsP2H9/97Htuivw0kvqB0NiMfGgh+n6TaWAf/2r6RyFj3H9euA//wGmTBHHSRH9w3TvLq5hnbhaUgJUVOjr19SI6PI33xTXZ1WVsGv23jvaGuiMmXgc6NRJTNmvoqiofYrhDAMAhx12GK6++moMGDAAI0aMwIcffogbb7wRp21d68HzPJxzzjm45pprMHToUAwdOhTXXHMNysvLcfzxx7fw6PPHkCHiXeUjCqeH900ORt27yvlncvbJfavq6V6mMdjKmtJNx696RZoOPaoQThHJVR4mqqNT532pqbF7QVxEcVX58H7Qn0X1jSnyYqY+FMNQ7YfTdHkm8drWZrgN1WHqvo/ydoDOEaj7yKj1qZgcdFHbyHZMru3kWuwOQzk/FCej7t4G0DWHSOc0qBRl6jSGaeWwXalmyBC9HafaDu9TbDBTHnWbst+cZSjjtIrgFOE7qihuStNhe8KqkJCNNJtaGaCzjcN5ofKqdcZNp4KivWu60pantpktJrtCZftkay/mwt5UEUUYp7STD0HcFep/AVU+5f+R6p6fVk93j8mn4c0wRArsV4ppK8RiQtRctEgvUG67Lb29bbYBbr1VTAX9+utCuO7WDdhpJ2CHHUQfLiJxIE6qxvbNN0LApgjFdXW5KRPw9df6aPp160SEtovwH48De+whopu//VaMpbJSiPPbbkv3bXTsaM73fXuZoNy8eXrxdcECMeW9q6i7667iGGVh1/NEtPrWh7WNLFigj7r1fSGU19SI6FwXKivF2uIzZ4r98OwGlZViOnMTCxfqxU/fFzMcfPuteLjBlf33V68ZDohrY7/99KJ2dTVw002i7+CcffediGD/3/+AX/6ybQniGzeK+8bcueI6GDJEzEix/fbNO44uXcQ1JE/9X1oq7g0Z98HaWvEhBdMwdOok5tVvQ2uH53sdHn7asnVwyy234LLLLsNZZ52FlStXok+fPjjjjDNw+eWXN5a54IILUF1djbPOOgtr167FnnvuiRdeeAGVbej7ECYQwsOY/gDbhDjTe7i8/Cdal6arZxJ+dGNQ/gnXjFNVh+KoDb+cp6/MVgx33Ze9KdSnGlVemyhOC9fQBpsDV3Y+qtJ0DwBsTTdFh8tNyu+mZwtUDjKVX5Xqfw3nqcajOwU6pyj1Ox8uS22P4iBUoerLNc30Hhyb7nNTtV3o6O5luUB1nhKJWON3pj1J4R54tiFGwHZlJvIDlqZtVR7FfrPZdhT7zbRvSnMto6un29flaYVwFzszgJqm2teluaJrQ/ejqzJuqGVshku4P6qxoRqzqi1NvypRXIWuaVs5lzbldqPYEFRxVteP7jkD1Sm0bUcVraOUMdUz2ZW2MqZt1X5zYrqHU8obaQ3Gdh7I9yyW7KuMRh7+TjGM4IQTgKuuUuf5PnDiiW7t9ewJHHigEKurq4VY9+WXYn3nESOA006jTee8fn3T2soqPE8IthQxvGPHpgh1XVtVVfZ2ACFU60TPgBUr6GJ4dbWIdk4mxTgDsbqiAujf3+0h/06dhKi8fr1aLI7HaWLsmjXm6cwBIahusw1tXA0NQuOrqxPThH/1FfDZZyK9qEhcF3vsQZtyfcsW+9reFDG8uloI2N99J0TLHj3E8fz2t8Dbb4sHRIqKRJT/rrva2/vuu6a11FV4npjNIIoYvtdeYiaC995LfxDA88TU/Eccoa/73/+mC+FhPv0UmDMH2Hdf9zEVIj/8APzpT+L7GRzvhx8C778vpqmfNKn5xuJ54kGgzp3Fteb74vpWXuObNgEff5x+g1q5UryGDxc3VYZpI1RWVmL69OmYPn26tozneZg6dSqmTp3abONqDZich+F8m8NSVY/anso5aGrL5kg1OS5tTknb+dEK4a5OS4pz0iRo50qklvNNXiIqNi+ZzgPk4rGjnDdNGxRnj657mwPLtG1yrtnGobpGKfVMUIR1k3PT5EgMypsckC55un4o9Slj0Z2XfEJ1IpruT1R0ztmgXdW5sDnyGaYtw3ZlOsOG6X/j5H1KnilNl6ezV3Xb4X1qWtR6NhtUl5chhLvYl6o0qjCu27elRyH8w2xL1xlWOhFaZ5DJ9U11KAaBzhBRjX8rqinUTegOwVZHHpatjCum+iazXSeCh9NcRfFwOya7LqowTrVVg2NwGUe4TiHict82XRNpefJ9jWEKhCxviwyj5+ijgU8+AZ58skkwDt5/8hPg0EPd2tu0Cbj99qZI67A4OH++iBq3RdkCQvQ04fv0KdyLioRo/sUX+ohiauRofb29DDXKPJkEFi9WC6ibNwtRvU8fWlsBu+4qBM7q6qY0zxOv3XenPYhgmzrf8+xiecB334mo5mBWgEAU/OlPheBfXOwm+FdW6sX+YGy2iPX168W04eHPcvNmIY7vtRdw2GH08QQkEmaR3vftBm5trRCoFywQ11CPHkKM79NHRHC/+Sbw8stCI62sFCL2/vvrjzeVEjM0mM7V66+3HTH8nnsyr43gu/XII8CoUdEeRsiGRMIS3O374kkh3ZM6X34pwsyLi/MyvuYkjvyuw9OGJjhg2gnB0iw631MYnfPS5sxTvcv1bPV15W1l5b5NdUx9UI5LfjUK4S7it5zWHGK4zqlnqmeq41LO5pBU5cnH6eIgDZdTnaNQvVgigUQiZnTehdOCyFid08xUl3KKwu+m76KqPcrHZXNgZusgjUIUR6DNV60qq9u2OSpbCt1xmT5/1/ZdPvNw+23AVCST78hwjuBhWiPhJf9sv1VhbPaVS57KNtPlyeUo9fORZhtvxsOVrmK4qyhu2g7TUj+IKjuPMpZwOdOPpfxDaDIEbO2E66vKSekZayhDLZBna5c1p12XTzuyue0yk2hOTXO1M+XLNsqlL2OzJeV9+f5kqpvNfw4ATfeysWMtBdsWbFcWJi3wF5hpL8RiIppy0iTgscdEFGmwBnFdHfDcc2bBTeatt0Q9neg8Zw4webJ9zdxOnfTTYQfj7tqVNiZACMFr1gghMSBof8wYemR4SYl5XJ5HXw943Tp9JHGQ36MH3XiprxeC6g47iDW/169vinofOJA+LlsUtO/TpiH/4QcRBR6uB4jf1vnzhXDvurzd0KHqNcMBcawDBpgjzH1fRH7LRkswtnfeEd8FykMD8rhef12fb1tyYPNmsa74xo1NaZs2iQcJxo4Fdt5ZiNYuwnVdXfpDETK+L66TtsAPP4iZInTEYuJBgpNOar4xkdi40fzkj+8D338vpolgGKbNEHZYBtj8O+E01R9im9MyXIZaXzcOyphMf8p149ONkeqMTSQkp2UAVRB3Ec7lfZe88MHavCo2UTpcV1dOlxd2FOow9W9rPzw2lZBuqq+opkpTOS51yP5V3XWu88nqDolyravaNeH60VHKqZx+cjlVXV39oF9Xp2O4nm7bxVGZC3TtUv6D6T5jan1XdMffnsRwhmHSkSPCAfO+SXTRlbXlmexBUzmTPaorl8s03T5AEMJzYU9SRXBXW42KzhZUpVOMoXAdmwEg9xXU1RkqKuNE1Ua4jrytK6MhvHwPZSkfUzuA+2wusp3rWp9iosvpqo9DtR2UpXxUOij2pa59VTmXNBUuNqtqP9eYzqGLjUkqm88DYZgI5OFvFMM04XlCcCsrE1Omb9kiRLKlS8X0zP/5D3DttUD37va2Fi40R8gmk8CyZWpHcJjyciEwLligbi+VEgIhlaIi4Ec/EpG3CxcK4bhTJzFFd9++9HYSCXEewqJ6GN8HevemtWUSKsNlKMtZbdokxP6Azp3Fq7hYCOouonPXrkLsNkWIUyLWlyzR5/k+7TqQ6dtXTGcur6EdRITvtpu5/g8/iHOlI5kU171qDVcT3bqJ2QU+/1x9ve68s/lzfPXVzHEF7cyZI7RQ6gMbAcXF4mWaqaBTJ3Mbq1YB774rxtatm3iopBCXV9N9HwNSKTHTQsFhuwl4Hu1G0QrI9zo8PEko01rYYQd9nu6Pqs6BqXPy6d5tDsCGhqaH3Wz1VWOl9EFp11ZHV0/rtFQ5F1XvLs5L277JoRlO1zkAbXVdUHmkTN4bk0PT1Kbr+TE4J2OJRKPDTzV0QC2E65xdsjNNdU3J7QfDVNVVfedMwnwQuS6ji0IynVoX51e2UJ2Zrm1RxXiTEB7VAZlLx2W25ybq+OX6wTJb7QWO4GEYQWBT6n7TdPajqozOPlNtU8up7LbwtouNSkmjtmcbh3F98LYkhut+EFXpph9hSl74Rz9IV41f9aOvMghkqKK8rp5cN0TYVqOI2iZ70OUhznzU19mj+SKL5xCcytsEeUoaRUyXt1X7+Ub3P0Quo8trRPdfuR3Ca4YXJs14q2LaK5s2AddcI+6BgQgXvP/wA3DDDcCf/2xvJx43R04HZSgccIAIitywIX2dZN8X4r3LFOINDWIdc89LFzpXrxZCOXWNb0CIsRs3qjWqfv3ErMYUPMIdkVKmri5dCJfz1q51E1I9D9hxR+CDD8S5ls/9dtvZI8MbGsyiM6Afs0wqJaLkg6jp7bcXyyh//rmIfi8uFp/J9tvbZzAIR16r8Dx7mYANG8QxFhWJBwgOOUScl48/bor4j8eB0aOBceP07WzeLNYoN41p/nz36cxjMTHrweuvq2cg8Dxg773VdX0feOYZ4IUXRDueJ9p46inghBPsDx00NzaBPhYrUEehbQoC33efpoBhmIIl7LSk/udU/dmV/wTLaSZHpVxe176qvsppqGtfHrvpmFRj0Y1JV1/pHMrWUWlzWtr2beKxXCZ8YZjaVTkFKV4iGapzkHr8VK+WaiyacYSTwg5I1eetitiRrxWVIG5ybJpOsWpsOmxjV5UNj8nFkSj7g02Xik2Upta35QXjsfVt8nurfOn5RHXPNO3rMI01G4d0O/dbMgwTgiqM2PIpNpdLuWDb1L/Npg3vU+zHqGkZ9qRNCA8oFEE8CirBW06X03Q/4qo8nZKo60Mem8nYoNTTHa8t31RmK9mK0iSift6GsZumgg9Xs33cNltOHoJrnotdGd6m2pWqtHCeK9S6LvfqZoeFcabAaMmvA9OKWLtWCFjffiuiOCdPBnr1otWdPVs/vXkqJcS4JUvENNQmdtxRRJPrKC8XU3ZT6NABmDJFiLL/+5+IVK6sFH2MHk1rI2D5cn2k84oVoi/qNOJFRWL94e++E5GzyaSYVr5vX7ep2zt0EGKujliMNiab6Lx5sxDoKdHhvi+ug3hcRM1//714YMD3RaT5oEHi2mouamub1tAOWL1aTIV+0EHuUwKaplAPsLW5ZQvwySdCDA9IJIDhw4EDDxQC87ffCgG5Xz/7gwOmawAQ537tWvu4VUyaJKYPX7s2XRAPppTXCexvvSWEcCC9XjIJ3H+/eHjEdi9oTvr1E69vv9Xfw/bZp/nHZaVzZ3FDCS9gL9OzZ7MNJ59wFA/T3pEjwm2iDkV4ieLQVDkdTf3rnI2meirnomq8NqemydmqHI9KyJbTbe8Up6W87yKIhw+C4mzQCccBLh4cnfeJMpaojpEs6oWjw8PYHJCqUyE7yYJ3l2gfVV2juK1wqmof2tB0ZjrWRCJ9nLrLy+Z81G1HEb11eXK58Lh026ZLO5cOTLlNatkA169dtrCPUsCzDTHtnVGj7LaiTXgJp6vedfabqrxqm5oXTqOWU43HpU1jP7LtprMpXexIVVo2Iniufgx0P2gqY0Lez0YxDWPL16ETt+U2bPsubUfFQWjP+rN1NExsD2Fm+7Ha3lVlbWm6bYpdqUuTTxHVbpXruJLNJUa5x5MID7ydrRcO5D8ynIlGjv9CMW2Rp58GrrhC3MPicSH+3HIL8JvfAKefbq+/aJEQS5NJfZmFC+0C2C67CBHthx/U0aiHHOJ2k/Z9MabBg5vS1q0D3nhDRKd26GBvI5kUdUysXk0Xw2trxauqKj3i2jWAs2NHIabrprHu1o0mYJumwQ6or7cLwcmkiNYO63I9eogI/KoqekQ/ID7jigohxKvwPPuDA74v1hxXHV9trZgqfbvtaNHzAT17mo0U3zcvz1xfL6YNl8fU0CCm4I/HxQMoQ4fSx2QTy4Mp4E2sWCH6X7NGfM7Dhok1yisrgQsuAJ57Dpg7V5y3Dh2ECK57mMD3gRdfNI/nlVeAk0+2Hlqz4XniwZnrrhP3Hfnes8ce5qmJW4xYTFws8+er8/v2pd+YGIYpWEaN0ufZbCKbEzDs1LM5NOUyJseoqi61bV05Uz3X+qWlTdsZgmHgjAy/wnnhMpS08Lu8HWVfRdC36kNReVt07ZouKJPXRjaOVH2oHJ+qtlWOVZPxRXBKpn3GGpE5EKZN06uHu9IJzbJTUOV0C8oo16hXQfWOqTxzmnMjj18Wx3OBi0+a0kY2TlQ5LcDm0IyC6tqRx6bLcyHKuOXyLrObMQzT+gnblLZ7lZxmsvtU73KazaaTt6l5pjq6cra6rm0AxDXCXWxG6rtpW7VvS6ei+wHS/dAG2+G+dbYkZVtuT/Vjb0oLiCJcU+tENYRMn43L55YPw0bXZiKhXKPc9bRmW96WFnU7qjjuYqeZymZrT8v3NFM5J3J1jTFMjsnyK8O0dT7+GLj00qaIyPC97OabhZ7yox+Z26DoLZQyRUVCgJ8xQwiZ4fSDDwb228/eRoDviyhzVUR3XZ2IGN9nH7tgrIt4D2NaHztMfb0QFHV58Tg9WtnzRKT1t8t8bN7ipaV360af2pwimFPKrF2rDlBtaBAPC3Tv7iY8DxgAfPaZPt+2VvvGjfpzDYhp6jdvpj0QEZBIiD+QH3ygzt92W3N7y5aZx/TVV0JwdzlPXbqIBwN008b7vnlt9Q8/FAJ9eHmCFSuEvnrooUIQ/8lPgGOOEZ9vUZF5fFu2iIc0dKRSwJdf2o+ruRk+HPjDH4B//UtEwwNiTfSDDhIR8i6fSbPSrRswciSweHHTdAMlJeKpjN69W3ZsOYTXDGfaK4HT0qRf6jA5MHV/iHUOSooz1JZnG6uqL93YVOVl54fJ6RqgFMJVmByRlDxV26Z9VZ7KgWirp2pD1ZYLJgelaRymY9KNV7et+9Cl+hnR4cTj1R2W6/WtEtfTplClYHtQQFee+hlvLSdHtrv6l3X54WHJzkJdvWx85uHD0jkrdXXkuqZT1ly+P8o4snWQtjd4tiGmvTJ6tNn2M6XZbDN5XxaNdfV0v7Gm/nX2ooutqyvrmh5AEsIDVNv5EMKponhUbPaJzlAw5ZkUSLmMqb5uvKYfTlNblDoUXGzfqOTDQLEZI3KZCLal3J3KZqTYmXL9oF/dZRh1O3yopnGqyuraMqVTyZVNSGpHd49rZ7BdWZjw36N2xObNQlC1RYuG+cc/9FHdngfcc49dDN9nH+DJJ/X5FRXATjvRxtOpE/Db34qppN94Q4iaFRUi+vyNN4C99qJFUa9fb16/uaZGRKDbnoinRDRTo55tUdh1dQ5Td6dSSPhJDOzjo7YOqK6JIRb3UFEZQzxBv11WVJjF/KIi+w9hXZ352BoaRD5lmnFAiLJVVWJ99oULxX4g1sbjYn3vigpzG7qo8jCbNtnFcN8XbVVXi+9Jnz7inMyf33R9lZYKMTW8nryKlSvN+Vu2iH5cgnk9Tzwk8uST6Wu0BwwapJ+RYcUKIYQDmfVWrwbefrtpKnTPo12blAcnCtVpN2SIiISvrhbXa2Ul7XhanC5dxKuhQTxtYHtioRXCYjjTHlFFhFP/ILs4F02OTFtZW5+mOjoHo20cuj5NdeXxGH+Hwk5M2Zkpv1OclPK+i6NSV1Z3IagckyohWefky8app3OK2vJ05Wx9EDFOi+5wvGFh2zq1eahNZT35OtE5WClpOqKc80TC6rik+K1VjkCbM9MmXOv6M42DCtVxSWmHkhbG1naubeZ27KtkGEbCJibr0lR5JlsznKazFXXtmPajlpHTXcvLadrZZ+R92W6kCt4UW9PFttSluaCz81S2pSqfImJTfvR1eTa71tXeNUERuMPGhO5c5WIc1DKufTvYkao026xJFFvRxc4Mt63rR1cmPHyTXepib+rKmdLlcbiQz/KN9zw2KJkCJ8d/oZhC5N//Bm66qWm23H33FaLO3nvb677zjn56c98HPv9ciEOmqZaHDxdLQ8ydq46injLFbX3m774D5swRek5lpUhraBARmz/8ABx+uF2Atq2l7HmijE0MLy4W4uSWLfoyXbqY2wgwTSMPCB0rEH6tBUM/PiXFQEnxVgPDTwF+giyGlZcLUVcnZnfubG+KMtV6ba1dDPf9JkE4lRLnfocdxH4yKUTnbt1oDx9QDp8yK8CSJenH9/334pxMnCgeIvB9cQ4p/amm/nctU1MjRPXaWnF+gqnojzxSrNX97beiXGmpCBgePVo/tvnz0yPCw/i+iOCmPnwSUFYmliVYtEjdbixmnvK3ECgrs08tX5Dk2mPKMEyLMHq0OZ/6B1nn5FQ5/8JpsnNSV942PlP/qj4pzlNKeVUd3XE0ohK+VWm5eJe3TXkUz4nKkxKMW+fVUTkIKSogxQtlqi+PRU7XXVhUB5+pTaLTJhCvVcO3CuuqbckJSLoeTG1TPW+u5aXPUue4zDXZ+MBzsW1zwOb6WGWyOa/5GmdbJ98RPPyAJVNo7LGHeDfZWaZ0231KZffJtleUcuEyKps1ahmb/agqr7OZG9HZkLr9cD35Pao9SbUzKekqbDajnC7/yIbzbcqiyX6V04N91bYpz2Y3umCrZ7KHXfsBaD/+pnzXvqMqvor/BuGHLvNhW9o+YlMZ6mVFtSEpp8RELs6P9r9vrggfjM2J0UbJd+BO2wpzaj7yedkzBcD11wPXXJMu7M2ZAxxxBHDffWKqYxO5iHz2POC884AHHwSeeaZpKuhu3YATTwQmTLD3EeaNN9SioO8Dy5cD33xjX1fZNuYgyphC796iT5W4V14uotkp6IRHZ0yquu+Lk0c8OA8+enTzsXYtsLnaQ3CrTSSEyJ8rUdAmFvu+eDhBFtaTSSGid+ni9iPeqZN4qMJWRkcqJWaeVk39vm6d+L716kUfDyCmM9+0SX8NJBLmqPBly4Q4H+bbb8WM2P37i+98TY2wR8rL7WL/mjXm6zGZFOOlPuwRMGkScNttmemeJ4T1cePc2mMYjgxn2iO2P8um30SVQ0+XbnKOUv9A69qnjg/QOyzksdjGrBqP9TjCjspcKEu5FsJ1zkOX9oJ9k9NRLmPD5Bmylc8lLu06lNUWc7lGdM5Wl/pR61LLqzx6wTagdFzqPnrVu6mMaqgUn3mutimXelRnZi4uddtvQDZfKd3MUW2dpn+7DNP2CYRwGZsdZUpT5ansQJtNZytnu7dRy7jUNbWpSrcutyPblTbRmyKAq9oy9a+r54pOAA/nmUTocL6rEK0zHqgiuOmYbH26tJdPTJ+zrlyUtino/sjJ+XJa6Dow2Zau7+G6um2qjWnKs23bTpmqnIs47kLUe2MA6XI33Z/aEWxXFiYteLdm8s2SJcC114rtsHicTArh6ZxzxJq3pqjsCROAxx5T66uxGLDbbrSo7qIi4JRTgGOPBZYuFTfOgQPdpxlev15Ef+vwPBGxahPDu3Wz92WLCg+oqAC22UaIq0GEuOcJcbN3b/oxFhWZo6gTCUKEsWoubBmqGJ5KAbW1iPk+qiqAzmVAQyqGWHEREiVx8kzLpaVNyxWbypiordWfG98XomznzrTxAELE79JFrGWuoqrKHKm+YYNaCA9Yu1asg059oAIQgrUsZocxfV/WrNHXXbpUiN9VVW5LJFDKmr77GzYACxaIz65rV/EdKSoSM0Wccgowc2b6jApVVSKdup49wzBMe0N+oFqnd5qI4mDUpdnap47FtS2Kg5NaT9eOdu1mlShuc06aHJK5EsLD2yYhW9e+XFZXTtd2UE7nADMpc1SB3Nav3D7lIongoAlPbR7sZ9OeUXWNIqxHvSGY2g3K6rx7WTguw83ZysjDCfeh2rYNO3waqKK3i1CeC2yCd3P0wzBM20MlhFNtJFOei8hisgMpP+dymSgCuU3gdhHFlekqm9HV3qOKmxS7U9cepQ+XHx2THZqtCO4icmcrehcqrj/atvK5NAJ0hpYq32K0ybZlFEE83KyL7WgYljHPtE2xJZvLvswlre3rwzB8ybZhHn1Uv9637wsB7eWXgYMP1rdx0knAU081BRQHBELoGWe4jam01C5UmzCtXw2IcdrKBOMYMEAvIPbqZV8vOtxnWZlYU7i+vmlZ3ljMbWne4mKzGE5aUzsnoeUQByGdyHgMiMdSQKoW8EsBj6byJxLifOs+l5IS+1Tbts+0rk4MmfLgQTCLfN++ovzq1en53bsD/fqZ27CtOR5M6R5M428bDyAE6513Bj7+WKQF147vi6nOTWuO26Lcv/3WXWQeOlTfrucBPXuq12b3fbEkwkcfiXKeJ47njTeAQw4R532XXcQ07V98IUTz7t2FWN7GlrJmmgmODGfaOrrInQCTKE51IKryZaeenGYTsynj0PXpMm5KHZPzUzu2sPBtc17aoAriujK2cq7jojpCVQ5IHRRnpk5Y142F4sCUx2UT5U372RDlepC/vDZnta3fKHUoWITw8H4sdE4Tiex+Qan+bpsj05ZnSncRyrM5Nl39qA7G5hTs2xIeAIdnmZ1hm5IpBMaOjSZmu4jlcr5tW2WTUfqzlaHUCdKiiuKqPpVR4SZRnCqI634wdEK4qx1JFd5NmARwVZrqB92kIsp1dG2YjkOXH0VMp5BLwT1XQniuBXUVtj+plP8FIVHcxa40/R1RbcvDNV1eurIUIVyH4fBbly2n+u9c6Gth5pEY8mtXsgs9GiyGt2FWrtSL4QHff29uY/Bg4G9/Ay68ML1sx47A5ZcDu++em7FS6dRJHJNu7WTPo4t+w4eLH5ZFi5ra8zwhhA4f7jauQIOWRd0gnbpGdUUFUF3tI5Xy0tJLS4lRxrlSE22/tnV1TmHGXTr7WLcOqK4Bwrfr0lJaRLdtPXXALoanUmL982CafkA88NC9e1NaZWXzPdW2eXN6hHlxsbi+x40TIvSmTeJ66tVLfN9MbNxozg+mX3e5PLbdVqwb/sMP6c9YBAL3Xnup633yiRDCgfSJCurrgaefBo47ThxPIgGMGEEfD8MwTHskLIRT/kTbMDkJbc4+1750fh+bEK9rx9V5qWqfKrRnDMDmSHJxQobbozopXZ2ZJo+N6hgo3h9TPV2azetEbTecFxxPLjxDcl+afmWnthwd7tynvC0fD+XYXJ3Y1DaC8ajK6ZTjcL1QvrzGus2nrcuzdW0StC1DJDkuXYRxVT/5wjQm+Ty6tLnDDrkZH8MwhcfYsZlpuRDGTfkUoVtXjtJvFEHcpf3IeZTf6SiCuC49GyHc9oOlErVdyurSTIK4rm2b7amrkwuh23VsLU1UWzFXBozcju2hCHk/gl1psi/lblztSltZVV3VKYhqWzIMkxsK7E7N5JKBA+0i4qBB9nZGjwaefx54+22xLnH37sDee9OmR881QWT5l1+qg6B9H9hxR1pbnieibTt1ElHygIjwLi4W4ihlPWzKrORkUinE161Fh82bkYwVIRUTP/axDuXwEoQQY0AclOlpAYCmqtt+jVMpmrqaTAL19fBSKXQpBSqLPdSliuDH4ygp8ci2YiJhv5ZNQrjvi6nL5TaCda87d3a7nisqxJT9OjzPvL73hg1ibfEwdXXAqlXiYY6BA+ljCfozXYe2j6m6Wjw8U1MjzkOPHuIYJ08G3nlHRHAH565XL2DPPdXLCKRSwAcfqPsIZpeYN0/9J5xhopLvdXj4aUumpTBNYRnlT7POCakTjClCsq4d2Skg16f0GXZcZOtbCrdt81XFkGoSrGVHYlRh3OSYpDpGbXm6cpQyNuWQKk7bTrJObQzSqEQRfW2O0ghop9N3RXctyPm2+q79AebPKQzVuxfe1jguw91E8Smb2tE5POVDo4jiOnSXr+mUmAjfIqII7lHvj+yEzcQDzzbEtF322y87gdtUhppOEbPDaToh3fW+R7Fp85KnshujCOJyWlQhnCKCZ2Nfugjg8r5J6LYpnJS22gLUH+xcf66u5WR0f2BNSrKmXDADkevsQ9nYlapDcBHJXYVv6mmJCuVvkc6utt7/GsCGZYh8z2LJvspotMFfBybgJz8B/vhHtS4ai4kI6H32obUVjxeOgLX33iJaNTy9dSAG7r03bT1wQJT/4Qdxnw5PZ51KNa0lTRHEKf2Q1vpetaoxRDmeqkc8tTVkeF2tuMNR5twGxIelU+njcfeF2qOSTKaHYQNIxHwkYnViDPESUG/dZWUZTaVRUmI+rOpqs5i+aZNY15pKx47i49KtG96li/6Zg4aGTCE8zJo14nhdPqaqKjEeHV276q/B774TsyOEWb5ciN6DB4t7xJ57ikj24mKzyL9+vTjXOnxfPFDDMAzDmAmmsNT9l6SK4jano825qBPGqZjEbEqbDQ3qiWhMY5L/qEd2/FKdRq7lojgoKc5LEzpPjam87LmJ4jWhtE8ZO1VBjYLt89P0lTEFar7GEUUId7k+bDcZuZzKQ6fK1wjiQVGdT1vngIzifFTtq9qLKornAtVXO9eXN8G3zDBMG2e//dTp1PtNVDsuV/VdKXgd1MXm06W59pOvPlRtUAVwUzs6YZxar7kF8UK56HIphOfKSFDZjap0lXGnUZVtUeKqJqPalaah2vZtdiglvRDRfr1aywEw7ZoWfTi1oaEBf/jDHzB48GCUlZVhyJAh+OMf/4hUSL31fR9Tp05Fnz59UFZWhvHjx+PTTz9twVG3Hrp3B26+WYhgYWEuHhfi4Z13Np8umktKS4GjjhLTSQcRrFVVwE47Ab170yO1q6vN9+kNG3IY9W2jttas9q5bZ472DtPQIBTVNWtEqG+gAicSxLnWYb8wgrmydfi+eQH0VIp+PBDThetmZY/F7Ou7m04tIE4ZZSr2ILoZEGvOq6LJO3cW62nr2LLF3odJUFYRrH+uIpj6X8W6dZlCeMCKFSJaHBDnv3NnsxAO0O4ntgdDGhrEpdNs3z2m1RNvhhfDNCfhhw9tfhWdc1EnFpuEcLk+pS8Vrv+BVf2Z2ggcBTZ92LVdQIoKDyq4iJSqejZBXFXGRSS3veS6uvYooquLMGs7bxRnXXtwqLhcY6brxNZWlL5V15Lq+jRd41vfww8PhB+SkR+YMd2LbHnUh3t07Zm2TQ/2qOq5EuVSlz8S00dGacv18mmLBJHh+XpxBA/TEqiEcMqDjlR70lTflu5yj23VRBWfbbam6d2lL5sgarMvbe3Z7BnTOKKep1zmtxZybQNS26D+D5Hr6Po0bYfem9YSR8a7y7ZqP9yeroytjm5bTmvuh4WygXyJBQXb+do7+bQp2a6MTot+va677jrccccdmDFjBkaMGIH33nsPp556Kjp16oSzzz4bADBt2jTceOONuO+++zBs2DBcddVVOPDAA/HFF1+gkhop24459lgxFfhttwFvvCFuqIceCpx5JrDNNi09uugUFQkBtGtXIYT7vhA8580TUbmjRtl1X5vgmEyK+7e8DnheoCiklLnbN28GFi7MFJoTCXEhUNf5LioyK8i2k0KZP76hwf4hbW3D831UVgDFxR6qtwANSQ+eJ04HJYqaorvbhltXJ05JeB34/v1FdHh1tRhDZaV9unXq+ue2sdbViXLxuDgHI0YACxaI5x8CSkrEsgIVFep2vvvO3M+334oHTqhrjXfsKM6Bbg1zz9MvzbBiBfDWW8A334j9zp2B3XYDRo50W+ucYRimNWNay1H359PVIan70677w697Ql7VZniMURybDQ32scplVHV0IrguWCStvMlxo0qX801eAtdH/l2chZQ2XMYh5+suRNUHHD7B8snWlctVnomo9Wxt2vJsX2JKm65O7myvEcD8RYrgOA6mttRNmx50obt0qHnyUOW08CGo7m+UQwvXV7VLweQPprSjO4cuyLcV1fIcDMO0TiZMEO+5fIgnigje5oVuCe3MMdn+Lrv+7qrsBptI7dKXzR60Gd+6H/Xwj6DNDszWHrQZIjJRL+JcXPxRBf1cfObZPCxgsjFV15DKIDMYRapp022Xlryt2teVCYYjH5rJniQeipEo9ajjt12e+fj7xDAtSYteznPnzsURRxyByZMnAwAGDRqEhx9+GO+99x4AERU+ffp0XHrppTjqqKMAADNmzEDPnj3x0EMP4Ywzzmixsbcm9tij7f2xXbcO+PprsS2LmGvXimhXm9hPiTy1lQlEumzWa87ZYFIpceAqJbWhAVi8GBg2jDageFwI3qp5wBMJsoidFZKg7nlAabGP0mJsXSSYrpAWFdlFaNMhqQL3g+cTSkrskelhsnmKGhDC+6ZN6ac4Hgc6dQJ22UXk1dYKUb6y0nyaNm0yj6Ompklwp+B5wO67A7Nnq/OKi4VoL7N0KfDvf6cf07p1wIsviqUMgj/yDKMi3+vwtMIJVJhWSrCWo02Xcv0j7PqEukpMzhcUvTRc1uXPuItvCwhFhQeFVWTjDMoXVE+Gqk54P4pTUJVPFcKp7UeF4uUKk8+L3uV6yoWIHbUNnSM7jEr9DcrqHNnSu2lqS1VTcjfyMChOSVu67tCownS2mIT6bNttjvG3FXjNcKatYPv/HOX+QrHTctVWtrSkeJNCLNpSKrkQHJtbcJfr5tvmy7aPIK85L47m6CtfQniUhyJ0mGxMipJssTED29JUxdSFbUiuaVFF8dZsszXe91rrAeSBfNuVHDcWjRa1x/fZZx+89NJL+PLLLwEAH3/8Md544w1MmjQJALBw4UKsWLECBx10UGOdkpISjBs3DnPmzGmRMTO5Y+1a4JVXgPvuA+69VwhfpnWPwyxbZhb5li2zR9dSIr7d7ZZMAZek2drCiQH7gNevNyu+tbUictyG74sPZ+lSsXj0pk2i3XhcRJYXF9sPinLQtjImQZ0SeR7CFlBfVqYfTiplDpKvrXWa8R0VFeZDj8X0Afw1NSLqWj70ZFJ8ZL4vBPBu3USUdj4/Jt8XSwksWyYizIOI9O22A/beO1NAr6wEjjgic6p13wdmzRLnUPWRfvQR8P339nEyDMO0ZsJTWGbrbAwL2lQh3CSMU9H9oXetY3MMNDTY/2O7licPztZp+L25CQ7U9Mq2/eaqm63zToUqNCIb8uHocXFm6r48VMelqizlWpHzw/vytuE9hhRiSCm/NvK2bT+M7r6lSo9yT3SFcg+MeinJp133lad8nLm4RTAMU9hk88Cj7VkyXX6hRBPmWveNRNSTYbuJU9NtB5wv28hk01H7bM4PK8rFXCgXehSiCORRDAdTPZVtKW8TbMyodmUYnb1IsQuj3F9d/j5S226JvzmNY2NjkmkFtOgd+8ILL8T69eux3XbbIR6PI5lM4uqrr8Zxxx0HAFixYgUAoKe0AG/Pnj2xePFiZZu1tbWoDSlXGzZsyNPomWz49lvg6afTBbAFC8Tr4IPFjN4mVIJgmGTSPqt4RYVZGy4vp6+B7NXVwl+7FojF4cdi8OrrgaIEvK5dAY/QSEWFCIXVHVRpqV0MD8+PbSpjCmP2fSGCh0OGg+9TWRkwcKC9D0CcuFjMrBKbfsmpkfLE6PCiIv303cGU+zqoPkXK8wyAOC1VVSLiWcbzhJCtOizfN1+vwVrjuinRVXTrJp530NGli/o7UFsLzJ+feT579hTTsu+0kxDFFy0SZbt0EeuWq45rxQpx6euIxYBPPzWvw860bzgynGnt6NZyBPS/QVGjb2xikPwnXvXku6r9qFqnLjLU1L7qKX/5GOTx2PxXyggeU8cUchlWGsVxaGsnDOWDCNenOARN7VHTbOmqfk1jUtWj1NGRS4ePixBOqRvVwUy5zlXfDflLTWFrJE8iEUv7mOVteVjyx0m5Z9nuIbrD0Qw7J19t00dOadv2daX2z37LJjiCh2ntBHFE1PuC6qfYVoaapyqXK81Q95tB2delhfN0Y42a53RTbw4otkW2bds+BFU9lw+KUt9GvkXslhTJbZ9xSzxIYbLHXQ0fzbvKrpSHSrEjXWxLnS0pl3E1lXN5S4hyzzPdZ+VxKrEJO+2AfPsqmWi06Gcyc+ZMPPDAA3jooYfwwQcfYMaMGbj++usxY8aMtHKepKD4vp+RFnDttdeiU6dOja/+/fvnbfxMNJJJ4IUXMiNBg2DfF18U6yGboNgUtqmdEwkh0qkoLhaRtSRqaoAlS+Bt2ABv3VrE1qyGt3EDvDVrRMgsRdiNxYDu3dVqYVGRUE8pbWRbZt06/dzZ1dVqBVeHKYK8uJg23izxfXGdpVJiOvMuXYSmX1Qk9jt1EmtTmzT1XM1gX1/f9CopAXr1anrgIhYTgnyvXvqo8FTKPtW7KYJdRZ8++u+J5wkBW8b3gf/9T/1gwfffNy1fUFICDB8OjBol1lbXneMtW8xjTKVoExowDMO0RiZMsDsZs/GjuAjhurxc9E1F5xehiDbhP+uuIk9K/ktEOSHhDycbL68tEoJat6XJdiwUwTtX7RYCUT5f1X5Up6Wpri5P169t2/IuR/KoHtKx5YVxTZfLmPYpdVwIn+4o9y5K+7p+5I9R9WAWwzCth9CEmlqC+6DtPmkqEy5r6ytbXH/isjGdKD99LUK2PzLZQvkByWZcUewYV/J5sTorhAUM1c4M57l8Vqbrh2JbqowaRb4pQpyyT7UhTWV1+6b/3/mikP4uMkwh0KJ359///ve46KKLcOyxxwIARo4cicWLF+Paa6/FlClT0KtXLwAiQrx3796N9VauXJkRLR5w8cUX43e/+13j/oYNG1gQzxObNwNvvQV8+aUQurbfXqxNbpuSeulSoavqaGgAvvoK2GEHfZlevdRiXEDnzrRI3bIyoLjIx+ZNKTTUAx58lJWkUFIWg+fFQXp+e9UqvRq6ZYsQlysr7e14nngKYMsWodYmEqJejx60COjOnc3zSXueXeFfs8acv3atXrQPU1srPqBA+S0tFXViMXFc1EWos0A1k3o83jRNOXXJ8WyfMUgmM0XsZFL0X1VFH0cuRPmGhqZl4IMHAnbcUXzfwoJzSQmw7bbqy3bNGrOAvXy5mECAGinfqZM53/P0ZerrxdhrasTXpE8fp6XkmTYCR/EwrRF5LUfVE+Uu+eEytjzTdhTxXeXL0D3YpRq/KrpRd7y2J9ZNbZrGkkhsXeORGmakOxh5ACYK0TMhR1mYygFu0Tou5ZubfDwNkg0UxzDVeUy9zkzhLCp0IS6qbfld0VY4kkcegulrGS5rOhTbIZruIy6HItfTka3wTa2j+zoX4u2nEOA1w5nWikoIz+dPWb7a1pkhpvsY9TdC9Zuh+73IVX5jhskAVpWh/JC4lIsC9ckC3YFTPsRCJ6rQ3dLHabMZ82FTuhgmujoU21JVVtGHbeYh3b5qmOE82/BV7ZgOI5xOsTHzie4YdedPLsvGZSb5jgxnX2U0WvQOvWXLFsQkFSkejyO1dWrlwYMHo1evXpg1axZ22WUXAEBdXR1effVVXHfddco2S0pKUFJSkt+BM1i6FLj1ViFqBwLc/Pki4vu3vzVPabx+vRCsdMJdLCbKmOjdW6xVXFOT2Y7nAdtsQzwQ30e8vgYdi30gLN7VA0jF7etj19eblX1ALKxsE8O3bAHef79JqQxTU0ObnrykBOjaVS9o9+xpN8psIfnJpH168nXr0scQnJ/ycjGGXKmVhnZsS4o7zLCORMJ8vXqe/rSaorl9X+RR7eR43D7zvE6A9n3xTEb48qquFn136CCmNd+8WVxqxcUiTXd+1qwxnw9AXAI9elgPCYCYqr1nT2DlSnWbvg+MHJmZ/v77wPPPp0fD9+4N/OQntIkUGIZhWgpZCA9j+/Mr/6G2EeXJdN2fdArZ+s3kMrY/5aZ6Jk3X5kCN7JS00VqdBKYTaXpCgdKmy8UV5aLPdflwvVx9nq7tRHViUvuzPYUSLuPiuAy3p/Gu6URwVfOmw7E9UGP7ejeXDqH76Ci/BdnSWm9HDMOkM2lSy2tv2eJqOtjSqaJXVIGbZIubHiyjPlFF/V01jSHfN/tcitwufxKi9O8yzmzsQ2oZlbGTb6h/1ih1cvE0n0l5DfJVNqPpT9/WbZ0gHu5W932n2I+mPNvHWgjPu+igfsUyfAnhcQ4YkK/hMUzWtOjDqYcddhiuvvpqPPPMM1i0aBEee+wx3HjjjTjyyCMBiOnRzznnHFxzzTV47LHHMG/ePJxyyikoLy/H8ccf35JDb9ckk8Cdd6YL4QGbN4s8k2BXXm4XKsvLzWNIJIBddxVBymEqKoSwZ4s2baS+Xj8YVUivqowNyi/XZ5+phXBAzDtNnSe6b19x8GElM5EQIbPyyVJhM9xsIdXV1XoxfssW8+LQLv1YyEUUdXgoptkOysr0Q7VdHvJSAbZx2L4XunHKQnhAQ4PI833x3amqEs9t5DO62vdFv+HjPvjgzOdOgu1x4zKXM/jf/4AnnsicFv7774G777ZPvc60LWLN8GKYXHHQQXb9L9v8cDndvmrb1efT0OAmnIfLmwQgSnnVvlxW14dcNlwuhVjmybGdmKgnsFAxncBctd1c9QoVV6E6F+Xli9+FcF25DZdt1bUVSouh6Q+k7msY9f5oSrel5eurLZ8G2z0yF33pLgPK9MrtgSAyPF8vjuBhcs2kSS09AjW5eIiS8tOh2qbYjLr+bOMxlQnnZyy/E6D6McrFQ3zN9cOloyXstHz06foHK9vz7NKW7cmMqET5wlDsSZ3daGtLZ2ea/uyZysD+185mO+pOvcszvbn6Subi3ppr2spf4HzAdmVh0qKX7C233ILLLrsMZ511FlauXIk+ffrgjDPOwOWXX95Y5oILLkB1dTXOOussrF27FnvuuSdeeOEFVFKmnWbywrx5+sjtVErMGr5ggVgvWMWgQWKKZp32CwBDh9rHUVwsplKvqhIzcsfjot1Nm4SQZlsLulGVM2F7yrCoiDZQE1u2mEPhPU+sPW47KZs3Ax9+KCLRg7HF42K+627d7OMExElbtcqcbzqptpD+9esJHwyawqYB9RzkWYrlVgKldut7IgZ06OChrg5oaBD9JhL2pc+pQjdpLADKyjwkk+rJCDp10j/ZbPquNTS4Rah37iymQjehehilrk4sqbBkieizqEhMeDB0qLg8Tz4Z+OAD4IsvRH6vXuKBF3lSBN8HXnpJ3W+wvvgHHwD77EM7HoZhmOZCFhsoT4yb8nXlTem58t+oHtZ30evk8i5Pz5siPnVP94fH0dAgpnE3PvWerygNU3RDa8ZmL+eLXDoh80G2n61N6KY6LKlt29CF1VG3VTcMKS2WSCijeGwRPKrD0kX42CJ/bPch149VLm96toCKa52oY2cYpnApVCGcgs4UMplJut8E6m8FxY5Upcv5ujJak8L2Y6QbmOl3VM4Pt1lIN/nmsA+bw/7MpeJpe6Iv3+K2S9ls7EyXcqo/cS72pOH7EUskkEJM+3XTpamG7JKvOxzbIeUa1VfQdlzhMs5fr0K6/zCMhhYVwysrKzF9+nRMnz5dW8bzPEydOhVTp05ttnExZpYtM0/X7HnAt9/qxfCiImDffYHZs9XTLY8ZY4+ABUS9VauE0CevTRmsJy5HlDpjUzPjcRFKa1rA3Bambptm3fftZerqxALu4WnO6+vFa948cdJ79za3AYhp1jdsyAy5BcSvoC263DbNejBvuOkXtaYmc9qBsjIxDXy+RXBAO8d6DD5KiwGUgDwG23Ti1nEkk2lfNM/zUFkRR1lZrHGJgHhcXP86Ud4khIfLUI2cqirRX02NOr9nT/FRhamrA15/XTz3EZyP+nox6cHKlUK4rqwUUeDjxpn7X7PGvLS974uJFvIthvu+iETfvFl8LTp2zG9/jJ58R29zZDiTC0xRd7Y/vzZxxoSLEE517GUjhNvGq3J6UtvVOURNZVVjSyGWFqGqhSKY28RvikioI1/OBu0TApay1DbbEvlwWkYpS03P5VgpTvvwNlUQB0jTWuoOxyZ06+rJwzalUetmi+3Wko922zse8htlwxE8TK6wCeGme0Sh3AN0Io3JDrSZVKp2TVqzXEZOl/vWlVH/HsUQ0/046Aau26famtQ/FCZ1zpRWCATnJ5+2JeUPlNy/y58yW7l8nfdwuy7Cd1QRnKK6hsu5PBBCtS8h7MpgtgaVLWiyD212J6W+7aumKp9Pu1J337XVtfkSGjMK8b7RQuTbrmSi0UY9E0w+KS21T3NuW7Z9u+2Evvnee0JQAsQ6xYMHA0OG0MZRW6vWbAM2bhQCVTxOay8y3bsLZVClOnbtalf2bZHjnmcvs2yZ+WR88YUItbWJuJ4n5stuaGiKzA7C7Lt3t/9CUkRiU5maGvUc19XVYkwdOtjbB02EzremDgiB2jRVulbbV80lHkpPJBLo0KF5JLpUqunSLioSxzRqlJiqvLo6/VxXVYmJCGQWLEgXwgN8Xzx78c03wLBhtPHkamWCbPjqK+Bf/xITNgDiHIwcKdYrZ1GcYRiZ8FqOUf5EB/mUP6qqNk3bNkx9ugrWOihPx8uOiHDfBt+Hdgyq80l+Al7nRdF5aFV58oGrBhclLVuiOhZbWuxW9Z8rp2RzkgthXJdna9tVeTWpD5Tvgq08zFqBbogmRyZVI1Cl5fLrFtzD5G3VmHKFzrHK/sp0PAD5dB3wA5ZMLtAJ4c35s2azAVU2ls720tm4FJ1LZ15R9m1pMqYyZNtR1bFJKdP9EJkUM9NJc6U1CVuySK77UKjlovQdNb+lcTUOdPlR6pm+kC72pOU/V/hBS7lr0/eZYh5TbU9XYTwKrv4CW71I7fXo4T6ANkoc+bUrWWiPRoHfkZlCZNQosV6vjlhMCEM2Bg4U+urcuU3TnK9bB7zyighiHj3aLGTbgqUBoa1WVGgyPU90YFLXKHf9RALo108oY8GgPE8I4ZTpyTt0EIK5bqFj3xdCtokVK8z5W7aIl/ZkQExh/r//iTDeQOH0PHFsFCEdEMeydq0+v6xM/6HaIuDr68UvMWVqegvW6fNNBPmE82ETw7XXt20x8WTSPD97iKIi+3dFdUp9Xyw5INctLRVR3LvtJj7qDRvEqaiq0j+rsGSJ+XAWL6aL4V27istId0yeJx6qkWloEJMkLF8uHtbZaScxZlcWLgT++tf04/F90fZ33wG//715jXkm93BkOFPIyA7LXAg6JuQyJg3LpV1dPZOATO2npkbk6fx5QVs6h4HNgSH7RiiCuzbR5rWwPT0gH1S4TZuT06T6N4ejMqp3JQqmc+g6BlUdUxv5PsbwZ+UiaOvq2drLhfpJ8fLZHPbherprO4RuWstw16YhZuPItN2Hs/m6UURwl3aomMZ91FHRx8EwTPNy+OHZ/Uy5/OyEiSKSmMSVcJsUsVunc1F+bnT7tmONKoKll5Oiw3WKP2WfcvC6g6T89trqmg/ULb05oYreLvkuxxXlHGTzWYSh2pzUOhQ7U9em7f8RQLctVdiu8a1tm7R31ZDkodnKUYaaD+SPTXe/pLZBvWwL4SvOMK7wZcs40727mOb89dfV+QccQIuOTKWEEL5li9D1wuLS8uXAxx8LQVwHZfppa5miIr1aGYvR7uwNDWKwwVrdQNNc8UOHAv37m+t7ngiV//BD9YB797ZPta6bs55aprYW+OijpnMRXjN76VKhHg4YYO+jY0fxZIPul980b319vf0Dq6uzi+G+D2/rsfpeIGM1Cdd5n2nd98W5TqXgASiKx9GQiqUdWvAchlbPtn2ewVTuhAPRCQzhfJUov3Gjeir0YHr2Tp2EMN21q32otqnaTZMaqMY7dqx+3fBYDNhjj/S0pUuBv/9dHFNwr3n6aXEfO+II8nMFAIAnn1TPpJ9KAatXi9UK9t+f3h7DMG0X0xSW1P/zNnLxB5Tyx5ci3pvEJ1M5k99DrivX0TlIKWNQOQWaxhByXlKclDoHpU241nl65YHb0ppTFKdA8bjkw3uSbZuF6tFpLiHcxdmtu64tTkjSd2ZrWiCI67qmDE+Vnu3XzZZuQ/7YbIKRiiiXaqHcHgoZD/l9CJIjeJhsOPzw/LVN+XmIet9R/Uyo8ijmlE3/pdiUVPPJRSAz36+32pRyQdOJUQ3Ytk0Vx6MK4roDzaXtVAh2mKvoXcgPAuhwsSV1ebqyrukutmUEW1JnV6q6UQ3JNnxVPYrNGEXnj0qU+zdFSA+nkZYYa4ewXVmYcMATE4kf/xg45JD0tbpLSoC99gJ2353WxooVYr1dnf65bJk5otU2FTupTCwmDiKsBgYDKi6mqaZffZUuhIfbWLDAvJ54QOfOIlQ1fEKLi4WYvt129nF07WouU1Rkjgr/7jtzCPPixTTB3fNEeLD8S1lcDPTpk7m4uyu2+fmDddKTSXjJJGIN9fCSDfDgw/PEx51XITyVEmpxbW3jWLzaGhSlalGU8JFIiI8imG7ceCzZEKw3nkwCvq/8SACR1qFD5jlJJvVrggPi8KjGmOfZv4e6SOpgXfFPPxWCdnAJ7rsvsMsuYjsWazqXRUXAccelC/QbNwK33y6i3IH0oPvXXwdmz6YdR9DW11/rPx7fF0s/MM2L1wwvhnEliNwx/fGMohUGbdraDgiEluCVi/I2X4iqfnhf7kMur+pbNy7dWE3th8ds6j+F0EORupMezg+XC6fJ26Y0VZuUOuF86sVBgeIJptTLVf9R+tB9ZrkiV+3lUqnUfSlUZaLcIExppu3wl0wuo6knprVUD4dyP7R9ZZsb2+lx+Tii9iv3xzBM4ZMLIdxVo8oVpp8j1U+DLs1WRpWuywvvR7EhI92vdT9aOvtSZ0dS7Uvdu668qU3dMeTCTmuL5OLYW/r86QwW1X6QFuVmYvvjGO7PZm+avvxbCexK0/9sKlQ7NN8fZb7u4WwjMm2VdvzrxGRDLCbE8IkTgTlzgLffFjfKRYuAu+8WwcyHH26ehviHH+xrO69eLWbpVlFeLqZV12m4paXEGbVTKWDVqvTpwQGh4PXqZZ6rvaFBhLHr8Dyh6m+/vXkMy5YBb74pDiYIXU6lRPit7gSEGThQCNY6Bg82q6+rV5vbr68XIfymNbtXrUoX1QNhvG9f+7rpAG1xd5MV0dCgvJg83wca6rdeDMQ1zaMsOO77QiVW1U0m4Xn18Gxrv7uMQUXwQIBktcQSCXSsLEJD0ktb/zseVx8KJVK7tpZu1A0aJJatN+XLfPmliLIOH0p5OTBhgliC5sgjgTFjxMz+NTUibdSoTGH97bf1HwsAvPwyMH487Vjq6uxlTA8RMAzTPqEEU+j+bLr8eQ7asP1UuvZhc55SnlZXaaoNDTS/XDCNuqm/cFrQrty+qo2GhvTn9DLHFEMiUUx/2j3cgLwtH5w8GNUAbXly2/JJkcdGKWdLd8H0Ibvg6myNckyKvBRiLRPpQFEsKNuUfWrf4fNDuZ5dt035iiHohprt8xumQ3NBdZ/SiThRvyYu4zKNh2ki3xE8HInCtAS5EsFV9yo5TWWfyeny/cj2M6CCYnua0N13bffjqPfrRGKrPUHt1NSRydbU2Y+q96COGKD5Q3I/YFqaS/1cjUOVbxtvlIcRCglX+zGqjWlL12G7Udj+/MlpNtsUGZvKYUf9jxyuq7NVXdKjoPs/rBtT0H8U0upRpgluR+R7SUcO3IkG2+NMVixbJsTwQMMNWLECuP9+EfmdLzxPCGAqDbW4mLgesO+LwQYqV1gxq60Fvv/eXL+62h6tHISk6li3ToSohqcoD0Jg//c/4JtvzPUBEfU9enST4B2eC7xvX2Cbbcz1sw2X/uEHEbobfjLB90Uo7cKFtKjyeNz+66sTk1XzVqvK5ALdudoaha1FI9YrsT0YoAtxr6tTWzYNDUBdHRIJIRaXlYlTrTuUXJ2qgG220c+Q361bphi+eDHwxhuZh1JdDTz/fNNkC716AQceCBx2GLDnnuoI8y+/NB9PdbX5eZYwnTqZ1wOPxWirCTC5Jd4ML4Zx5cknm0QO+eF0FVGfGle1T+1TLm9rX3c8sqijG4vtpWrDVs40BlOdhoamh5cox9gYJa57AfrtAF2a6t1URrVNuXjk8er6s7WRTflsHYTZ1I9YN4VY2pSKzm2bnNkUdHadbZuyH6RRbhq6Mrovo64/XRnDl9sUHQ6oL20qunr58tlTTk84n3J/ovarqn/yyW7tMAzTerDZd7rypnuNrR5lDDYbTu5H9zPhYi+a7EdKW9nYt8ErzZYw2ZEme5Jid1IFYFt6Nj+s+SwfpU2qPdpMdirJtswWF0OBYse53Axcsd1sbDcEVZ6hvs6uVH0Fo+DytyDbS871Y45i6jNMW6MAH1liWhOvvKIOYvV9ITJ9+CGwzz7quj16iEhyHZ4nhDITRUVi9u1Nm5qmVC8upk2hDkB4Qk3hnsGU17oGqc5HE59/bs6fPx8YMsQsWNfXC+F+40Zx8ktKxNTrO+5IeyqgqgpYv16fX1ysj+72fRERrqO2Fli7ljaODh3ElPMq8byyUh/dTl0z3RQdH34IQXeuTQuOm6aZD4+BEgEfzP2tOq5gwXFV26YxJJP2c7AVyowKqjINDcCaNU0fYVGREME7dRLrfC9aJITumhohKg8aJCY1kIf04YfqPoPZ3+fPF+I3BcpzHtRnQRIJMUX7rFlqgT2VEvkMwzBRMT1FHmDzRYTNDlU7FG3O9GS6aowNDTS/UvgPtq18IFabAgN0Ywi2GxpE5He4fhBpHmxTVnBJJIIoYcOA5QGo8sP78kB17+EDp3wwcv+2slSodaKoiFQHbq76jVA3r1HiFK+Tzulo26bsU/rTXV+q61t33VKubfkaV3w2cpKleEZZ01fFdA823Yt0aeG2dIIP5Svtiu12wajhtR2ZQuXJJ4FJk7JvJ+rPgcp0obQPuN0v83nfUtmJqt8T071XV49K2vrh2aI6IHnbVE9lt1LsWBMuQjsFV4E/6oMApnKUbWLbsgAe7GvtS5cvD2D/jEy2oimfKlS7jCWM7rpzsS1N7cn1kbFJHrL81VFhsuvybZdFvS1Q2jORQg7vbW0IjgwvTPhKZQAIIfm118RM3Zs2iWDiCROAnXfWC0WbNomgah2+D3z2mV4M79lT6JubNqmFpQEDaA7KQF8Mz+AdzFgdrM+shTKncXW1XgwvKxMHYVoXvFcvc/srVphDVzduFAejOxkNDcALL6RPdV5TIxTJ9euBH/1IH1Ed0KcPsGSJ/pd50CC9iLpli/0Xfd06sxieSolpBKqrm1TUREJcfEVF4vwTRNzIpFL6f2PBFyCfi40HT4/U1DRd0GVl4tiDRa6DRc91UeEUMT6ZJIvh8bi+yXg883tVXy8uoXCd+npg5UpxifTuLSLEbZMU1NQIQV2H74t+qGL4dtsBX32l/4pVVIixyWP48EPxDEeXLmJ98uDrd/DBYhKEzz5rehAoeG7hyCPFcytM85JvA5On0GGi8uyzNMcl9U+xi9ZF/YNOdWaqfGQuvgfqn38XET4oa3JMyr6P8JTrwX2dev4TCag7oYjgLk5JioOHKow7HZxjflTHpmtZ1/omR2U+xpJrXByZUdqzOT9t7diUaKoQbiurwCZUUw6lpQViiv84SlsyplPJAjnDtE9chXCTkOJyHzHpqjq70vW5qnD72dibtvq5+A1pnDI9aDBA9TurE6l1ald4kLaD1J1w1b48Lt14VUQRoG1lqOJ3c2EZhy0KvMWW5QGysyuj2pS6OvK1b1J1de+q9hQ3sFgiof1cbDZUlPtANvcrHbp7elThW26L+nerkXz67BkmhxTILwfTkmzeDFx7rZgqOBCMNmwAPv1UTEF87LHRtTfTjd3zxJq/77wjtNIwffuKoGYbgeito74+Xc+MhK3yttsCH32kVtsqK4Xqb4Lyg2Eaw+efq9f89n0hhn/6qVDzTBQXiycfPvkkPVLe84QQ3revvi5lTm1T5HYyKdYbD5eprRWvykrzvNQBsZj9gjRFlesu1MACoHxGUceQSokvQHgMqZS4eEtLxTmgXMDZzm0emmrei8XQubMYlnxIsZiYdEAe0qpV+sPftEm8Kitpw8hFmYA99gBmz256zkLmgAPSA+3ffRd48EHxNQhE7pkzgRNPBHbbTTwEcMYZ4mv13nviuHr1AvbeWzxTwjAMEybXYgfVkUn1T0X1f1B8ZpS8KIT9GpQ/+7JfRHZiUI9D5GueeqeecB0U0ZDy9EHmgM352YzZVj9XDsoWcnQ6T1+ZD5XV1J7OGWlyUroqIbZ+VY5xqrPSVFYxNpXTMqowo8L1+REbqlMdvudQ+8nFV5fFbzq8ZjhTyFAfspSh6lW6NJ2+RO0rXEdnc1G2s8XFds03jfakypC1CYPyvunJAtvTBnKarj31QVAO1JzWkmK2a98Rx021J/MmiEe5AeTCxjSNRXf+bA97mK7xcBu2a1mqo2uiOe8PuRbG5TzdbUYeg60e40a+7UomGnxZM/jnPzODkwPRaNYsYORItTBdWSmiKnXrglPWzy0tFdMKr1oFfP21EJYSCdHm55+LKEuTFkoV5LXR4eXlIvzThE2M7dJFCMlfftl0MjxPKGRDh9qF1L59zQsbd+linvf9yy/1eb4v8m1i+JIlItR182bxAZSVifEPH26PKi8rU8+VHyYcti+zbp1eLN+4URy7bQzB9OWmMUSd3pwYTY1EQgjYpnzVGDZv1lsuNTXi2ClTJFAFexnfF8pv+DzEYogXFaFr1zhqa5uejwiWIJAPI5kU310T69fTxPDSUqBjR/FAjgrPUz+bsXEj8L//iajysjJgxAhxCVdUAL/6FXD33eKZkXA09wEHAPvt19TGggXAffc1XUbBZVlXB9x7r3gIYNttRd2RI8WLaXk4MpwpZF54ATjooGh1VWItZR8w+6+yEX10dVV/lmXRWpUnY/LVhcuE0xKJzChvVfkgXSWOh8sG06rrNGitIO7iyc2Vd0F3wKqxqfJsTkodLmPPpxeF2rajYK9zXGbtqIzq5dLdDOQ0qpNSNw7K+EzXmsnRbnq4w+SUd+yeehjZ1JHru9SVPwabMJ6L52t0nHVWtLYZhil8qLf5KPqVrY7pp4GCTv/Kpm6wTdnXCUKqfNluDF42940oH0MiUZxpVwQnLBfKve4E6gTzoC/VfjjNhqPdpSyTa/tR166pvyxs4pytCZ5PVTYforgujZKvuvZM21Ef8NiaFkskkEjE8nJ6KeKzqW5U2zKcpvsfrRqf3I7p0mfRnGnt8OXazqmtBebM0WuRsRjw8stqMTwWE1MVz56trvv/2fvyMD2qKv236vu+3tOdfSNhJwQIe5BFZAdRcENHXEbFFQXx5+AyKs6IqIiOijPMDDNuoCLquAIKsojsIBD2AEmAhCRkp5ekO939LVW/P05u161b5y71Lb0k9T5PPVV1t7p1azt13nvOCUOypLShUqE4wqVSnPN99VUi0A4/XM9H12xF2txMjYuA4yra2+1EbBjSbIJ16yJStlIhInP2bCKzTdh/f5oJUKnwnbUxbrq+CwwPm2NFr1hBLKJAuUzM4rZtdO77729uP5cjF+hbtvD5puDvlYrZtB8gH9su10Bnme15eiJasoY2tm2DcGXe3EzMqVqH8ysu2ra56h8cdCPDcznzhADhZp07vlonCIDhYXjNzWhpyVkP7zIpxTRPQO3mIYcA992nL3PggfH9Z54Bbrkl3saSJdTO619Pj+EXv0i3+vr1dJkOPjg5R+PWW/VD6HlEau27r9t5ZMiQIUMt0BG13La878AlGXk1Ae4n3Eaw16qzc/mRltvl9HdyGZEnXKOLcipxrqsr0uX6Ubka4qKZFDWuBKJOgSm3p6areRzSnlMjNB82ZWXadqrNHwu4PjS1aMiqYUJ05XWavmruX05jp7Stc2lp0p3qusOdTiMh8xo2AjxNmzqM5blOZGQxwzOMd+isw9NyT65kOWAWNdKQ6bq6JhmykTxgvVANFygjIVOaSGg1Tbdv+saavsPqsdL8DKj9s+XJ+2nq2aDKkWMg21ZLhNfNOjztTVkPUtzlODbo/o1M23Jd2wQPXZqCevwi2IZhLN5tjSSty2W72n5XRBYzfHxiHGoBMowmVO/MKoKAyCMdjj6aSOsnnySeTZBInge86U12D+EAccg6PrdcJqJ84UI+38V7tLXMrFlRYGMZ7e3AjBn2A7z0EllVA3EWbWgIuPdeMgkzsYkdHRSg/b774n3I52k2wbx55uO3tZljlpvibQ8PE5Oow7PPAnvsYSdj580jElg15/V9Mu/XmeZX8/ckIwyJZZXL+D4RwyK2tlgagXKZxlBmgwsFkgKCgI4r+sJBkOgm2JjmMIwmOzQ38+S65/Em3eWy+filUtyHuAYORbS3wOBgFCahq4tu5/32I4P5J56gdM+jU8zngZNOis8v2bCBlAIyxCk99RTN0zjqKBqe/fc3z+1Ytkw/MSgIyFtFhvGHzDI8w3jHbbfRZz4tbIS4bp/TfZnaT9sfG2w/97aZ6Gq6rMuSSSQb5yvK6vQipkkBoryury0tNRLi3MG4NJe1OGHuZNJoq3Xn4kJKu4xDI8npOmp2arLk4W7+tAyFmu6qvLQpJ7n0WrVwDgpFbT0XItxAvNtIXo4fsL0TTaiX0lK9TNXeHqJPaY6XIUOGnQdpnm2XV7/Lp8b23nUhf9RyJiK8UTBxyFw5Wx43aTLtOTjLlLbOV0OIUwf029wJ1Uowu8qcXJ5t3QjoiHvmmHWzCE8L15suLSmuy3eVKav5BzFNzrAJeDrCXCOz+giQz8evWaPfQfV4z5newaZ3Vpr20/xGZkR4homEjAzfxdHebs73PCKoTPlnnQUccQQZF69bR3xopQLcfz9tH3GE2cv3xo3mPmzeDCxYwPOJLiSc9YXv+8Subd8eEYnCSrury0wEBwExaBzCkL4aK1cCBxygbyMMaRC2bYsCFfs+maDuuael86DBWbKEz/M8ytdh3TozGRqGwCuvAPvsoy/T309lenroeC0txGh2dQFTp5ovgMsF1BHJImC8yl4GAS2mSQACtbhXL5eTEygAIpCDgMbARsJX69pcHKenJ/JP7vvkX7yrKxoDgMZYWI2rsBHtgqy3nEcuR3M6TK7S1fdIpUKW2t3d8fTJk+mWPfxwWr/0Ej2WnZ38vIolS8yX8JFHgCOPdBvqDBkyZBgvkHkwk67BRpSo86Nc9BQ6Xkolo+V0tS1X3Zn60y4rHdWy4lzUsi0tkSKS03+o5YeGojpqXXmR21GXqM4OF5cuCsVq4aq90Cl95EFQ09U8U5op3TWfK1OrQtWW10jlaLWo5p6wzd6odrvaPpnutWqU7g4KS5R5l5aNJk9qIWvEO1N+d6rv0VoJb91xTbj44ura3dmRWYZnmAi4+WZ7CB6X13w9PgVp6urmPJle/658Lrd23eb2VRKcyzdBJ1ua6ysyJTegjfrg2UhEnQBvgqssOV5ltyr6MGZEuA4uxLerXNlImZL7Z9G9DFzWtnZkjId7LQVc3+O6OQK6OjIm2JCMa2SW4eMT2S2+i6Ojg1wJP/MMbxEZhsBrX2tvZ+ZMcmkuE1v9/cBDDxHhde65ekLc5j45DPVhm4XBq87TdlOTg1FwqQS88EKSGBwYoPT99tN3vr/f7uZ640YzGf7kk8DDD0f7oh9PPEFty0GNOey/P8X83rw5nu55xCxyPu4FikW7a20RMJpDd3fSXHZggJbJk92UpoWC+SZoa+PTKxW9GS9A/bbFeweIyTVJAzrC3nTdKxVqUxusfgdsNzDAT8YolWgCgnz+QUAm1oODwNy5btbwrnEGHNqaMYMOzfHrHR1Jl+QcEQ7QKSxbRjG/29vtUQLWrjWfRn8/3Y4u8coXLiQnD9xt5ft6DxUZxhaZ4jLDRMCdd6a3Dk8z+V73n+/yw2xKF5B1C40goUwKUvUYallBaqv5OgWAnCaUleqnVj62C7QWPa4sF9dZ26wCV6WPWr8ehHaaco2q34BjN1SJWW/ltQvrYNt2acelfd29b3oQ1XJym473LqcfTYtGE+kq1EtRK/Gk638apWeGDBl2HrjyUtV8Cmotw72vRvsdXA10ny+uDCdTurQv16nZ85BJljSRiFx56lD9CEQTET6apLhoV11PBFTzwFT78LoS5S7H0eXpJlrUMiNGbss2scOCer+jGjmfxbWc6/us3sfOkGG8YAK98TM0Cu98J7B8OXGHMgnkeWScfMwx9jaefhpYsyaZHobkRv3vf9dzum1tSe/aMmzKyFyOhEe5/yJMtIvhMTZv1lvIBgG5UJ8/36EhDUxM3fAw8Oij+vznn6fZCpMn68vk82T6+vDDxCQGAQ3IwoVEwpsI2Y4Ou2W4jkUMAmI0dXjxRbK4t31Fu7r08cabm/UTEdK4DzeVEa7MufZ0Ls5ly2sdikU7GQ7QNeDijAM0dhyh392tP/7wMHkZ6Oy0H1sXZ12GY6z1Qt7DHnt46OmhiTFBQKc/ZQpdYrmZ7dt5Ilygr49IbJVA5+AipDm9B0DxxZ99ls8LQ8rPkCFDhmqR5kdRJp5diW2VMxJzttJO2NcR0y5lOS5L7pOur6qOQyW71TZUhaNqGc6tRXlBnvf3J+vo9tWFV3TusOipNdZfLVoKHYHuyoxVo4g01WmkctHUdhXHdSXCrfEc66HlUh963UtATePKVTOrxgW6B1/d1q3ldnQvDs19Llxa6nTztrkjaYjiNJfT9K5W3+W6S5nmeKY5Bmo/MkWlGxo9wXKc2QxmmMC47bbIOtwko6XZN7XlChcuzGW+k8tnRa6jk/tctm1ynylPXgSp7WIVri6qq/URQlw0rH5I5AGp1wwDG4mulk0Dm3yp21bTXGVS27oB/RwTq/BqfvKqKWOTL132bccTUIW5NLIlV5fbV44rvA7pume6bdKKzvWUx2y/B9ywpPlFEq8XWx0X1fOuisxwZ3yigRqKDBMFc+cC//IvwO9/Dzz+eMSl7rkncakvv0zuiU3GoU89pc8LQyLLX/c6vo25c81kuIuRKxeaWYSTzuctLpJ7esyN9/ZSTGyuEx0ddsteU+D01avNpKrnEal85JF8fhgCDz5IVuRy//r7ieS0kbFz5thN6+fM4fO6u81EahAQyT17trlMsUg3XKkUtef7ZBbc0aG/+K5Wzbp0zrJc3CieF8Ucr/exAZIoBgZoncvRhIPh4eg6eB6R4Jyr9SCguia4kuH5vPka5vP88TmEIfI5YMYMDzNmmA8rYoSb0NPjRobvvz89Atxwex7dvrJzARHZ4KmnaLjnzAFe8xoi7PfdF/jgB4HrrosiFgQBPQbve585WkCGsUMWMzzDRME999idvcjQEeE2giMtf6aiGjKmVqgkuE6fYSKyhBJSri+Xl/sqCHa5PNcPDrpzjo5nsejRKS91ykZdmk5JpNbTKZlssJ1DreVdju2qvKzXcScKXB/qal4c1fTBpDw3KSvVOmr7OuW75bq66E3HCupl4HiNety2GfldHTKlZYaJhnoR4Wl4LJ144Vq3HoS7y3vShdvVyX1yuukTpSO101qHcxDknFamdP1+2mRJk+ypkyd1wnj8BPh0W16a+rXKibs60pDjafJrecht/zQuRLgLCV6ne8b2PpTL1Us2s717Xea06P5l69WXDIRG6yozVIfsi5EBABFCF15IBNSPfkRxelevpuWWW4gM//jH9eSUicwGiHQqlYhUUjFjBpFjGzYk87q6gN13t/e/XNZzj+UyccJaQt1m4WsiNX2f2DjdbIB8HthrL319kwtygDptciG+bBkR4Vw/H3wQmDbNPIC+T6b/990XxYcWx/V94Oij9Wa1pgkAog1Tme3byW2A2u+uLiJyXeJt264dNwtCxHLnrmsQOMye0LSrQjduW7cm2eCtW+m8Z8yIrNV15287Z8AukQRBNINE56be95OTKWyTABxdqtcThx9Oj8DgYLJ7YUiTcASKReCaa2h+ibh9li4l98XvfS9FFFi8mNZPPEHvwylTgMMOq88PbYYMGTK4QKeQNHFZOl6KK6tL49AI4siF/JH5YtNsdmHlLfLkuOK6n35ZgcnFDU/TfxWifgCGENeR4LqDpFFO6mYOyJ2ydZ47EVtetaQ4NzbVolqiXcK4iPFYzYNWKyley7HV+mmYCZsSHrAr3y1wVU7a2uDmktiGU4buka/He9VE7pve3f/6r7UfO0OGDGOP225LhuBpJAnOlUnzfmvkZKQ03JhJrtSR42qe7XPEWYcLedWmVxBlouMZJlmmnUFlI9DVDwsnT3IfxjQwyYDjhdQeL/2oBbXIldXIktWky0j735PmX0nuQ4Oure5XrJHvPR1s82FMrwFg57j9M2QwIbvFM8Tw85+TJbjnxTm3VauA//kf4DOf0RtIm9weFwp6I2XPo7DcU6cC69aRUXMYUvn2duJTTaGfGY/NCQSBwVVySwsxaTo0N5sJvn32oU4uWxadUBhSvWOPNXd+2jR7x6dO1ecLIpyD51G+iQwPQzr3zk6yJg5DmrEwdy6Zyba36+vq3JfLbevKFIt61+h9fXTxdbHCBWxShc6yWyb9OegC1MsQfvhNx+dmfgwO6s2iXc87lzPHeQf4hy0M6Rg9PRH53dFB92Bzc3yCQD4fHUdtwwYHQryry96MWqZcpsk569bRJZwxg+aZtLcD73kP8Kc/xSfUdHQAp58O7LFHlPbnP9NEHyB6vwknAdddB3z+8/S4tbS4hYfIMD6QWYZnmEi45x7guOPs5QSBIuskXBSWavlq9Bayks9UX/2pln+sdXou27F0Ska5XXXh6qnlBeEt57W0xMvFFY/xujJc3F9Smzvcpsvyghgo2fe76IB8wWwyBjdbwIRatRs20jstKa4rY6vjStKPF9RCTNvWpjq2NNf+uYBTTop0HZPMMRVqe3KbTP+IGGjMFzqt4tLl3Sq/k9XXgU6Xa+uDThcsH3u0FbATHZmb9AwTFWk/N2k/DdUc0yWP46rkPN3ngZM3dTKgy7ZJzrTluS6iDRc5MpXbdJeBq9fHwPbR0UEno+lkSduFHQuMRzlTwOXBSyNX6uq6btvaNR0LSMqW6rZaj5MrbfKkclybq3RXcGJxPR9BtU+6y2gSt11/HW3lMhnTjkbrKjOPQ9VhHL/NM4w21qyhENUcgoBIpJUryUpcxSGHAHfdxdf1PODgg838mOcReTU4GL1QKxUivtavJ3ft06fr+2aDkcObPp0PeC7nm+B5wMyZ1FlBKHseuUfXxdsWmDWLTE97e/lONjfzAw7QAJlmIIQhsHGjPj8IgPvvp3MX5KrnkQvumTPtpOyUKfpY2wC1pRs7myuBvj778YXlMmfV7Hl6It7FE4CLhXNrK40V115zMz/7wnbeW7faz9vz6L4ytaW6SBf3glqnv5/OYf78UTV9bm8nsruvj8/v6Ig/OgMD9H6RvcNv2AA89xy5HJ4+HXj/+4FNm4jrb22lyAbynIbBQeDhh82e8x96CHjjG2s+vQwZMmSoCSYS26ZnkH92XXUdLvoym57N5WfYxndx+gv15537VHEEtvoDLysVZUWjHENcVTyq/S6Xk4S52h/1XAhMLHEX7YJJ+cMpeUS7um25XBqkIbqrJcUnGKxxw0cDaRkHlzLV3B825aStjmt9RoNn496rgU1xWY1uNy1JZSK5XY+ZJj1DhgwTF3feyYfgqUaOTCvX2dqrFa5kjKu4pJJDajq3r5LZarvqYlKpuJDgJrmSJlka3Ka7DBKXrlvrBlBsy0jbJ9fypnKu5LiOTK+jfDouPAzVijTkuGnb1IbrfWO7B9Pcs9xxdD+lGtTyG1UNdMPpmq5rkxOrZdhEc669uXPtx86QYbxh59NOZBhBdzdw663Ak08SKXTEEWQpqbPKXLbMbHDq+1RGR4YvX07EtVzf8+h4Rx9t7++yZbxX7TAk0uvoo3lj25q9Mk+eHLnsVjFlitkyGyAL5/vui594GBLJ3NcHnHSS3izd84AzzgBuuon6IKfncsDrX6//CglX2iamX2sODxpwMQlAtCHWy5aR6a3JqjyXI6v45cv5/L331vddtYhSUSoRyayz0K5U6Osr3H3LEH8LtdwYOjJcxDgvl6lMLkfHqlRo3/fpJtWdt80tfrHoRsRPmULsLjcRoKMjadE/OKgnzwVRLptQ1xlBQF0Nw+jyLFhAk2+2baMy4lZubwcWLowPwYMPxh8PgXKZHr2zz6Y2Z86khcOmTebw6OKRzTDxkFmGZ9hZoeoYbDoHmbyplgx36YuAIJR1/ZB1Tab+csS4ej6cEkKuKysPXXR+XKxwHWTlpUqYc4pN7ph0DpKby1pYLp1CSJcvn6ALY+iqVDSVH0tS3EVx2kiMNuPYSKVlNX2xPdDVXANLPRuBbcsfDXDvZLFd6+sgI7nrhyxmeIaJjmrI7loIFtsx09S1zYty2Zb3OfKbq6fb1/XFVEaVC9PaG9jkSkCRJxuJNAPuCl2/5fRqZchqye5qxrLK8a/lm8825pJWa/u247i8AFx+Qk0/US6EuKmOerwqL8Jok+IcXMR+06+inM7Vdxmaut7HOzkyuXJ8Irt9d1I8/zxw2WXErQnD1WXLgBtvBL72NZ73qoU7zOeBt78dWLKEyPeBAUrr6iKj0+3bzd7Ct2/XW4kCRFRt2MBzsy79Nnq99jyaztTaSoxZqURp7e3kQtp2gKee4glp4ZZ67Voz0ThpEs0mePJJIi1zOWD2bOD4483+pH0f2HNP8mHPHd/zyNU5hzCM3LrrsGyZmQwX7sa7uugCCmK2s5PMcidPNrdfLUolfYxrm0t7V3BtVCpx02QgkjZaW/VxAOqBcpkma/T10bi3tdEkjXKZ2ORKhY7f1UX3rdp/m0X68DC9LLjZJjJsky9EmR0QXvhVsiSXo9t+0SLqvvAcz4WL7+kxO0AoFonE3msvc7dcTs1WJkOGDBnqgQceAF7zGn2+Spq4ENsq16mrp5bnju36o8/Na9ORTjq9lqqkVMvLaZz1ttqGUDqqSkR5rdOVqXVEW1ybwsW6bRH1ojZ2KDCFibl6odSBNGG0GT6bcjItKW5TiJrKjbEGJrVVuO366B5w29qlDdftNP2VYVJEyvs2paV6XEfFJveuMXVBd6ppFJxpCCL18Vbf7bp6aV8Brn389rft/c6QIcPEwj33kHV42te+bdv106Xbl9NcCRYOJlHDJDu6yIG6fV0aV8YkE8oyrqvs6LYooXh0MqWcL++r27YLY/vGVwuXC2oqX0+MwvGqas5FbtPVqXVtatPWt7T/JjoZUOzb7jUX+XKM/x/qBdv72iYbug5jmn5kyDCRsHO8CTLEUCoBV1xB/JZqrLx9O+X9138lCeKFC808VxAABx2kzy8UKM7upEnALbfQ8TdvJn750UeBo44iI2mOZ1Q5Rg6cZSgQGVGbvHVb+dGBAbKOFda+ALF4q1YRsau6nZbr6WJAC6xerSfDg4AG6+WXo7RymfYHB4G3vMVMsi5eTGXVCydiWh96KF+vUtEPqIDpvIaGaBLA0FA0uGFIEv5++9njiQsX4zo0NfEzGCoVnggHIvNjG6OZy5m/2twNI1hdHcQkBlus8dZW87i3tiaPPTwMvPhivM/FIl2fefNotokNrj85tbLBSt+HhniypFIhfl6Q37rHCyAy3HbInh47GS4iEujaC0MK5yBj/Xp6dw0O0nyZxYtH1Zt8BkdkluEZdia46BRcFZk6MrweP64uJI6O4wL0PJecp6ap5yIfR7ybZbJcbltWSqqu0WWSXV5EGuc+XaTpvgmy8lM9/7pZ9OhIRp3CUx0UF6bNNb8W5aWqqd5V0MgHUVem3kS4KO9Ccrswt2qehQjXwUZ8jwXSvI9ddL6m47ikZeCRWfBkmKioN/ldzefCtO/yHtK980yyIveZSJvGEdeyDKf2QycvygsnH+rcpNeiX6hJpuQ+NDrZUi3PXYh0HTenucqVu5rsyKGRH3kXcpzLN/WJI725Mjp5UffvU8uEjZRCV7W3fS1IO9fAVfSWkfZxyuRLO7KY4eMT2ZdjJ8RDD+kNQYOAON+nngIOOyyet9tuZKn57LPJMMi+T0bGJkNhgMijP/852pc52kceITJKPS5gf+kKblcHwUGqhLioZyTDwxB45RX9TIBXXiFrW87luI6YdS3z3HNxIlzG5s3AY4+ZfczPmAG86U3AHXfEyeWpU4FTTtFblvu+3cpXR8KHIbB0aeTTXm5jaIjyDj/cPOiTJpnJcF2/beNdLlO/Tcf2fVp0scO5G61SsccaL5XskwC6uohZ1Y07d95r1uiljLVryS26jcR2sVpXy4gJANu20bkJc+62Nv7eUSYR2OYPCI/ztiFzEchcyvg+cNZZwHXX8XkzZkRzR4IA+OUvgfvvjx6VSgX4/e+B888H9t/ffrwMGTJkMOHhh/XW4Sppwu2r5YHoh1dHhHOfkjCMf9s8z9eWlY+hHl/WSYl9XQxuUU5WPsrpcr5ASwvQ35/Ujakkt1yPW3NpOuWmTmGpKkl1ZWUk3WYyykv1Aqpp3CDqiHAO1bJr3HF1+67Ky3qhDu2ljfPobBU+FhqyapWWadIAu/JcruuiROdQJRFuaq6e0D2W3LtbRzrV0qe0dTOFZYYMOzceeAA47rjqSG5TuWo+F9W+b0z1XLlTl7Vp2ybbcWU4i29VtrRZj9dmNe5gJc7Jk5zcaJMlOdT6ja5FrlTzdOtdAbU+eC71XV8qrv3i7j81j5MvuX8gOU9ug5NZVexox8/nkc+b/4WZanWBrh2X4VPX3FBx6bX298ADa2sjQ4axwi70ZagPwhB44QUifbu6iDw2hWWuByoVImVuu43cBc+bR6SOzuh39WqzpbTvUxmOlP7Qh4BrrgGefjpu8LvnnsA//qO9r48+auZY//536rfKVXZ1mT8kYUhklQ6eR+dVLEZhmYUX70KB+EItPyrcTOsQhjS7YMqUZF57u5lYFUHTdVi61HzcpUtJW67r/Lp1wN/+FieWJ00CTj7ZPGC+TzMbVq/Wu1jXmdr29pqJ7P7+yOxXh0KBCPuenmSQ+SlT9D71bS66RRluvOS46GL2RBhG5QVJrosVboOpTKUSTR6YNo3OW77ncjlKV0ntoSG7BX93N7nVN6GryxyHQHXzHobkll2dVTM4SGT4rFnxcWLGzEUodJk/MHu2+RELw7hxfBgCL70EPPEEDXNHB1l8L1xI0Qje/W6asCNOzfOAAw6gMA9iCG69ld65QPy4w8PAf/838JWv0O2bYXwgswzPMFHhokx01TXodF3yWiW+CXH5JwyBcll/18vHldsTddSfbp2+QXcespJRPifhZUTViQkFIxAnnOWyYi2XU63BXa1yRF3dvlBo2kDjpMQQr1b5yCmD5HxuWxxTLquDi/LRhHopIieCQtN2DdNcY52Gq5o2TGnVat9018NFEWmCTWNXr0kdKVHrpdW9l3Vlba8E0/Dr8B//Ye5jhsZbhmcyZYZGoh5EuK0et28rb6trgk10sfFjurVpm+POdIQ44GYZbitTa6xxGps6eB7SfWNdWbU0F5g7TqPkyjR1JoK8aYLugU0jhKQpn6YvruVN96CprkleNLWtQT3J7rTQvWdtl1ds64YQsIvwLr8PGdyQWYaPT0zwt/zoYtUq4Hvfo7XA1KnAhReSC/BGoFQCLr2UrKoFIbRyJXDXXcA73gF89KNJHqqtze7uvL2dz2tpAT7xCeJYlywhw+S1a8la/AtfIIPfd72LeDsOa9aYj93XF/FpMnwf2GcffRjradPMrpQBEiA5S9RSifjuSZM0nLKLdbdg2FUUCuQCXRe3OwzpxHQwEZQAnVS5zFv2bt5MQeBVlrC/H7jhBuCd7zQT0gcfTBeaNORRuucROaozf9261W5VbiLDBwbovMXX1POIEW1ro8XmatwGHRGu9lccx8WPvkscct1xu7uTkwfa22mpVIgI18U6FwS6CS5lWlroZcUF387liNyWMTCgdy+xfTtdP0tMeJd5Cy5oaqLwDE8/zefPnx/NUwlDmjT05JPRLdrTQ3M+nnmGCO/DD6cJOatX0+M1e3b8VEol4K9/1Z9TpQLcey9FMMiQIUOGWvDYY8ARRyTTTUpHE0Eu56s/xhFxrU7+k/dzACqO72+VRK/sqJ8Uq4S1udpPnSGIrHRUy3M/8Tq3k6riUyauOVKba4NTTNrquigLojo7rHnSxKB2IQPTKi3roVhUZyqkqbszw1V7lFbZWAuTUW26rT8uBHa1ebpj1QiVaDEh7TwEk9LS1CY3t8X1mLa2M2TIsPNCeB2qFxGu+yyZiBLde4efkGmHkCk5z0WqmKOKNPK6GkJcJb5N+ZysaMrnytjkUheCvG6heOQT5j5InHwp71eDtHJlo0nx8YBa5LRGCQG2F0s9jq2TDXWzW0z1q4R6mNFAml8AW1nbUKn1XYZLJ9tmyDDRMMG+BGOHLVuAL34xSbb29ADf+Abw9a+TlXi98X//R9bWQMR5CoPS3/6W+Mxjj43Xee1rgZ//XN9mPq93zSnQ1gbceSeRyOK4QQA8/jhZxn/lKzwX5mIlryszaxbxkytXRhZAnkck+L77mvlIm0tm8cJmvUW7vPVNbqYXLSJraTkYsWDiDj3UTBq2tZkJcVUbLOPRR/UEfLlMprEnnqhvu7OTbp7HH6cLLbDbbubgyL5vZzp1F6u/P0nIhmEk7Xd0mNvN582TF3SW3ab+ijzTDVbtPfLqq7xl98AAHXf6dHOb1c6MLZcpHsLmzfTCaG8H5syhwNc9PUSgi4dr8uRk33VEuEBfH012MIxZNV0vl+n26Ouj4Zk0iYZo4UIqu3RpNC8ll6N5JnKc7+efJyIciDsCAIj8fvhhch/n++TtgsPGjWZj/CDQT9rJMDbILMMz7CxQSWzbvrxW26B5bioBrq5VCELb4C1HW19fL/4JzqFUSpLmQsmpKh51ejBZMaiW5+qLcnIZWanp4p5Srqsey0UBal4MLi65NJsWgtPguBCNpnZNH3bThTLV5y607ViufRtLhaeLhsq1bD37YjuuLY3TounuqbSKcVciXAOdOFwrbI+byzDa3ufV9que5TIQPACeyyToatuv12zhDBk0MMmJachvUz3ueIBp4iUs6XZEj06kTCQ5MpIp5cmXqnhhkuPkbZ2Mx+VV4x7dJHuKPJ1MauqXk0wpGtClqeBkSQ5p5Un1GLZ0V1kyDXTy5xjDODm2ER/0NC8FU3+qkS9VcPeQLFOarpWtbB3I8VpQj7kBpnR1rQ6Fi3jOkedp5d8MSTRarqybFdouhvH15h/HuOkmIltVI1zhYfmXvyRSvJ4IAjLw1d3bvg/88Y9JMnzmTAojfdNNfL13vpNIJhNuuSVOhMt92raN8t/97mS9BQv0HK3nERdncos8YwaVe+QRIr0qFeLzVq0iF8c6z92uxt0spy1Mxk0vEZNZeqEAHHMMma5u3EiD1NxMDP7ee5s7deCBFORdN2ALF+rdduus0QFKf/FFPRleKpEf6HXr4ulz5xJbaBIUpk6lGQsmcK4DgiA+YUBFfz9dC9PEA/FV1p03Fzu7Hh8HYS2vm3FRKCRneZRKZlZ1+3YqYzrftjbKN93g6mSLYpHMoMWMEoDI7+5uMqOWfYrroPOEIFCp6N3R74Dv02OgM1wXDgEEhoaA5cvjQlV/Pz1S++4L7LcfPU7Csz7H4T/2mP5RDkPKP/ZY87yHWib0ZMiQIUNaPPYYyTcydEpIdd9OhOtIcJ27dNvLTa0n1wlAU0fUMtx0kqQyNAxzAHIol/3YDzun/5LTONfonGKRc43uQmDrXKJz7dTVxSWnrEwDTqNh0oKkJS7jna5f+VpJcRnjUBnmjLTKSZd7xOWlYqoj9nUKb50S0qSg1F2POl+nahV21epzRTnu8a32kqmolnfIkCHDrolqiHAToS7AE+Ac6W0iwk1W46ocmfRoJLbJSxFtC3LcJA65yI86UhqwT37kZEOd7KmzCq/FlXrNVuK6wbN918WAVgOTHNgIUnyiI+3MuDRCiOvx6kGEi3Iucjt3H+rK13o/1hGuQ59mjoGu3TTidTUid7lsN7DMkGE8Y+zfCBMEDzygj1kbBMSDbt+edP/NYeNG4O67yfhy3jzghBP4ev39ZHCsg3CZzuG888h18B//SMcJQzIOPeggEpo2bzaHlL7/fvP53n8/T4YfeSTw1FPEpamEVBgCxx+vPyZABrP3358M4V2pkAFzUxMZLqtwDSXNwvfJalYlhgVmzTJ/HYaGyOR0eDjO7r30Eg3EAQfo2bdFi4AVK8iCWHVV3t5OFtq6k7GdtCkO+r330o2oYv164MEHgde9Tl+3vZ3Mdbds4fNnzuRjfg8N2fs8MKC3pBfnXCjQ11e+QX2f0qt1sW4idoMgIn+bm4mYFsf2PLopORLe5KpALmMiwz2Pbng5NoOMyZOTLw/ZtYKKNWuojm02jClIt9w3FZUKXRvPAwoFtLV5CALOZW48bIGI880JeEFA8zoOPphIaJMxvfoYqdi+nR5J04ScWbPo3ambt+F5SeIqw9giswzPsLPAxE/pCHKuTkSE60jwaix2dO7VZULcpvzMwUyWV0ZIcfHdELHIZaMUVRHIpcsKS5PS0UaCq/nccWRlp4sy0wRSSPjI55FOgWlSDHHl5H1xUmqaDTZFpE1p2QiMpbIrjXarljIu9evBuJrSbRq2tJq1Wuoi/n6Qm6wF9SSXVWLcRbkJ1D4XRMZPflJ9W7sUfL+xs15t/1cZMtQIeZJlrQQ4986KuzvXEeCqPKibhOkCnTciuV0fMikutkmmxIhHIlmm1BHjroS4bTER4WkmVJpkSRc5k51kaYPrd1j9douBlPfTwESEu9aR08YBATpqsD3ktbRlKuPSTjXHdmVyTenjBLr/92qHh5tsqZuDYJrDIqArk6FOyOfdwq5Wi3r+sOxCyG5zR7hYHtvuwTAEfvYzcn0uwhRXKsAPf0jxuNW44y0tdk5K51Xa84C3vhU4+2xyLXz11UQ2bd4M/O1vlH/22cAFF/D/ezYeT5ff2Ukk+U03ETEl0NREBsd77GFu98UXzef7/PM8GV6tnDSCyZOpwObN0ck1NRHzZomNjOef11vSrl1L7JouyHqhALz5zTQ7YtUquiF8nyzCX/Ma/eyKXE4fAxqgC6zGgRZ49VVgwwY+LwyJMBVusHVYsIAulHr82bPJjJeDy8+/rkwYxh9C4Q7d9xuntAjDyD2BDN+PHk5TvPFaZmhs305jW6nQsXbfnSYfCEvzXI5mswhXCgKlUvzB47Bhg50M7+gwz8Tp6IgfNwho9o7yEvRaWzGpowXlihdzb97UFK8+MKDn7wEahp4e/WMk0Npqbsf37e8K36d3IxdqwvdpLshxx5nbyJAhQ4Y0eOopchQD8KQJt69uC5CSUsgkFSQJcJOyUufq3B5nXN8eBy49xxw/N/KZFIpMYT0u9HpCEQhEykBVsVkum91UyvVsClCunkhTt20kum6JjmFwna7eGBwbaEO9zAPE8XX79SbIa9HSjLaGx5Ugb7Qiw5V9de1LPQjxWu+/chl+Po983q9ZXyuXdVFQmuYJ6B5RtW61ilCXftjyMmTIsHNDlSvVtS1NzY97G4JhWzfpMq2leBrklO2Ssu2P7JNMSRMuhVzpeb5VTjPlcWS3To6U5URdWTktjSxp7qMyyZKTKwXSkOaNhKtcaUpzyUtTpsFIuEjXyW71ujauxLmpXDV9VPOqkSdd0sYBs+siT+qIbJc2dOXUoZPXcr7ali69EbdfhgxjibF/408QHHggGczqjG1nzbLzS3/5C/DrX9O2zIENDQFf+xrwX/8V92Dc1ETxv3VW2r4PnHaa+ZieB1x1FXGy8nHDEPjTn4iL/fjHk/VmzyYjYR10PCtAhsEf+hAJ4X/9K7BpE3GKq1eThf0//ANPaAN0TBOH2NeXNMAGiGAzeZNWXTKzyOWIABYu0T2PBn5wkLd0BujENm3St+l5NPg6Fm9wELjjDmL6xDHCkEj5YtHsauDww2mAOYQhcNhhfN769Xa38OvX82R4GAKvvEIXU/4KTplCfqxNpk8mC2hTGZUIF7CdQxpwhHappH/gi0W6XqYZXtYbjikThjS2KqHteRTkes896Z4sFPhjm5hgAReL9a4ultwe6cuUKfE+b93Kv6R2HCvf2mqUQ21d8jy3bi9aBNx3nz7qwAEHRPMmwpBif//97zTvYOpU4Oijgf33J1fqQ0MUpkKe5zJ7NvDRjxIhnmH8ILMMz7CzwPazqebxRLhsEc4R4TY3lio4JScMaarrdBm+VEaGbFkuKzU566McwpDijqsWPkDcSkYoEtV0HQGdNm64ahHObXP7Ik2GqjSVUbObS/UgnCbElGZDWoWlrv44UESaYIzj2EjolJBp1+q2y75Iq/e1abCCshGKujR6XW6fI5hqOSYQV3ZmqBNcZs7WApPntgwZ6gyXz4GJCI+7QE9DgJtkTe4ZqOb7ysmUKjEur9V+UrqQKWWX6rWQ4VxZnZW3yWORTZY0WYnrSfgdkyxrkWdUdk1OE9tiEOQ6rrAR3Y0mxauEjwDBaGsN0n780wghLmXTMqQ2st10fbj7Tk7XlR9DpLk89SLE5TTTXAK1nutQibYy46AUyOWq92DrgszjUFUY31qHcYQ3v5lIFh3OOcfMiwVBRISrEN6fb7wRuPDCeN4HPkAxuIeHk16hZ82i2OAmPPggcWu64954I/Ce9yRDYp92Gm8ZKXD66ebjdncDv/pV0l36mjXAf/4ncPHFvJv2Woxp29spnrn6j6m6ZGZRLEZsm1pwcDAyZ1VhIx/D0Bw3+t57kxa4nkft3nEH8La36a2eFywgEl0ESpaPedxxZE2s65MNujJr1vAuu3t6yPWAmILMoakproRVIVzDq7C93IU1ve4Cy764XRGGbtP4TAR/c7N5hkahkCTDN23iLbvDkNyfH3CAfmKGaNMGrkypRG7zt22jsZw2jUIHdHeT2bZAayvlyW0Ui+ZrJIKsGh5Am2F/GLoZ/x9+OIVL7+1NRh0Q3imA6H38yCOR941XXgGefJIcMrzzncDJJxMpvnQpvQLmzKGY5Y30cJMhQ4ZdF88+S+8YTnFp+hlOuqs0WYO7xA5XYbLyySn73LaujHoM0R5XV06P+iO7v5StxeXFRoKnVXaKMi5EOKfYFOD6ZUIqQpwzA3DVglSjGYl3tPZy45AUtyqO0ygEXfPrzXBW0y+b9q0aBWQ1ljsp7olqh82ko3XV8boQ3mlulWoehYwYz5AhA2CWJ01EuNiPW4OrZDg3WdHmgSiNq3RdukmmlEPxqG7TubUs3+aMMiVQmyyppnGTJOUyJiLcxX26CtmLEh2nikmWLt98jhQXJ6bWkVGrTDgO5ca0qHmCgss6TRtp8quZaKk7Rlr5sBrY/o9SNsWlVSOLuRDi6qKWM5HgLgS5rX8mdX6GDBMJE/+rMUpYuBC46CKy3hYQbs7f9CbgzDPN9bu7zQbEIia2it13B77/fXJz/sQTlOb7ZL140EFkGHzSSXpP3o8+SiSSbhJyuUwW3Gos7xNPJO/fMlkk1kcdRfkm/PWvxK9xccNLJcp/17uS9WbNIq5Vx1t2dOgNbn2fSP1t24i/K5cjMj6XSxL+MdhI7cFBngy3Wf96nl467ekxuyvfvp1mMuy1F19GkLGTJlFZz6MZBscfbw4IP2sWBbk3gTP9L5eBl1/W19myhayJTb77Z8wg0pUjT6dP52dMucx00sT8ju4jkRciUYpzde5yzEpFTz6LGS7TppGVv/oA5vNJF+dhyMdxl7F5s36SA0D3WkcHXQcdZs6M7/f2EuMr93HjRmrnkEPouogJB5zEZIshISYWGIj6zk67ob9sjF4qAS+8QPMDhoepq/vsQ4bz730vRR149lnqtudR3kknRW08/DC924DoUov1ww9TO8ccQ8N55JHm08sw9vAAeA2cpeDVywNFhgwWtLTQK9lFp5G02AHIPbouXrhL3HCT9Y6LRXmA9L4UhHt0eV/d9pWyRcSVmv6IZY+w7nFVWsqLziJIVjaWy7xrdM6tpdyeyYW6azxxVnkpDqQqHavVwthIc33nzGk6jUst5PkoKT/rYhFu0nDVg/yupg0TK2vaVzVrappIr5eiPWUTpn1bPZOikavjojPm2qtWUao7ji3t//6v9mPtMmi0ZXiGDKOE5cuTkyxdyHCeBDdZf5smWqaxEK/Fa4I6a16WEUtKms+UycXyVZkScJMjVTfoujRTGU5e1MmZcnsu3o3iiyEUj4AsT9bKgpnIcQ6cvGvat9VPU3eUwcqZNgGjVtQqe7r2L237LoS4a1qD0QhSmJMPbbKouq0+supazRN1OPHedswMDsjlGhPWVcAlpnOGBMbXV2Cc4/TTgSOOIINd4UX6lFPscbABN68Iuudjr72Ab3+bDEYfe4zcnj/yCG1XKsD3vgd85CPA+95XHaenc8F+/vlkJXnPPWQQ3NtL5PIzzwC//S3wxjfqec8nntAfOwgonyPD99mHNzwW2H9/s2Xm1q08X7tqFTB3LvF6LGxv9EqFJ1ybm4nw7O7mmbww1PuE37zZfEzPI4KZI8NLJeDmm6PjCqKxt5cu2Nln64n6GTPIJ3RPT7LPnkdk6dSpyXq6c5Trbt6svymKRZqp4HnRze55ZG3c0eFm1ZwCgo+WOkjpEOQZ6m/mG4Y0E6O/P3oAhIW4uMdaWsj9vXrsYtF+H5pIboG99qKHlLtWkyfHr22plCTC5WMtX07W/rV+vC1kYj5Pltfr1vH506ZFZEGxCPztbxQyQaCnhyb+bNhAJPYb3kDv5oEBGmqVaLjnHnN3772X2smQIUOG0YSwDjcR4up2XAkpE+E2ElxVUKrveV0ccJtljy6eOAdhxWOzBpeteDhLH7mduBv1NIpBwKzgFI5OVCtw1YJHbsfk9lLnwt1EjtfNZboMjtDklJZpFJkmIrwWAnyU4USEN1phKbflSqC75qfNE/mcEhJoLAE+Du4HHflsUkaa2rCdvu1SuHATmdIyJRpNhmcTLDOMIl56iebR6ybjuBPhLtbfNjmT25brwVDGBNkiHOCtwuVtWaYUZXNKvixTUpqLXMmR0oBZ3tTJkGlC8QC8FyIX1D0UD7ctToqro8uLd1K/b5I3XdqeCHCd+ebSRhr5z0XmTDOx0hWusuEoEeBphr/ecxVcy+r6yBHiah7Azz/QEfM7wyM1qsjnG0uGN9IF+06M7DZOiWnTgHPPTV9vyhQizVev5v+BfN9OvgQBkeLCm7fgr8pl4H/+h3iuN785XufQQylWuQ6+T3F2dXlHHkkc6F/+QvuVClm4v/ACxdO98sqkoSkQj7PLQViNq3xgZyeNwyOPJL+5Bx9snngQBFFsdA7r1tEEhqo5Vx1xunAhBR4WhLmMmTP1VtouL0Tdi+3ZZ3lyWsRvfuopMuHn4Hlk2n/XXcQiym7Ep09PugkQcIlxpivT30/9VSFM9k1jIW48E5RrkyTCRwpSfrJK8pg2qH0OQ2Iw1ODWxSIt06aZPQm4EPNcmSCgSRPC4r6ri9ypr1sXueDP5yng9bx58TY2bjSP7ZYtkaZfh3ze/sBLElMY0iGF1wbhwnzmTBrS9eujZ16Eg5g9O2pq6VK6xTmsXUsTd/bYg4ZaN9w2A3ydw4YM4xT5fGP917uETciQoU4Qisve3shpjbj9kpbgOiJcvJNd3aXLMFmQ2yx8THIN585SXpvSfU26UF760naURqQ4UCqRZ59CwR/5HHHW2aqlDpenWu64WPDIeYBZaSrXkevFF8WaRzSqWvW4MGUqdIpJV+3HeCO+XSxMNKjKIrxWZtKV7E4LV2VlrcczjW+1eSkOzW3b0uo11BzZxC1pjmsbkkw0yZAhgyts76CICNeR4K6TLDkZ08VavBbLcBlpvA2JddzbUDLN3QuRKktysqWcpsp8JnmTkx25fb38yMu4gMVKnJM3q4VcNy0Jrqbp6o+G7MnILdXEDU9lFa7rhyndhfxOS2K7CFkux007/vUmyR3K1OtSuCym9lzqqW1wRLhp6EV73C+gfKw3vtE8DhkyTARkZPgowfPIfe/llyfzfJ+EkLPPNrdxww3Es+ksrq+5htqQebzXvQ74yU/Iqlyt5/tk7c4ZAQts3Ah897sRgSUQhtTmd75DBL2K3XYjYoojJD2PrLR13MWcOfSCve8+MnAVIbe3bqX2dGGpuXjhKnp7Ndx0U5OZ0ONcpAu0twNHH01WtFu2RJbau+9uDjK8225m39BhqHeJvWyZud7y5XoyvFgEnnuOzGZ9n8p3dtKsiN131/dXZ/EtH5crUyrxRDhAF+zVV/kZFQI2MjyXq4oI03hWJ3ieOd635yWlBDnuPIe+vqRrdBmFQjTVVwc1HkKpBCxZEmeHN26kMTniCIorL9y5cwT/tm36Ywn095vJ8KYmOm/d/djUNHLsMKTTU4e1XKYuTp9OixjGlpZ4t4OAXKObjCpeeMHuraO52TzMtugHGTJkyNBItLTQ0t9vI8CBuDKyokkHzIpMdTuNVY+uDQ6ypY5skSODi+1YAbm5FO4uVbfpcSuepAKT0k0uL9V9WUlosgSX64ltuZwAZ1Uu0uMKyThMVuN1jfnI5XEKS52mx6aw5NJc64wB6uIaPQ3qwWo2ikjXHavWa1WPNqSm1G2dgtCUr1NIqsdyVV669LVet7zuuDfeWJ/2dxk02jLcZXJ5hgx1xOrVpHsTUN9fcTlTJcI5GVL16OMin8pr07Zcr1pw3obkbT5meJSnei3iZU2dFyLALl+KNJtVOCdvusQTB9xjisfbd5ArbR8uOV/dFieRtk0BU5lqiPUxRmrvQ9UQ27Y2aylrI+Jt6a73RD2FJd3xGKQ5vbRDoSubdl6C7dgcIS7XadQQZ5CQyzV2cBtpFLQTI7vdRxHHHw986lPAD35AQofgQWfMAL74RXOYZwB44AGz2/ONG4FXXgHmz4/SmpqIrP7Sl8jiMpejYwYBcPjhwIc+ZD6myapcuDt/5ZWkJ/ATTwSuu46vF4b2mOOPPkqxe2V0dwN/+hOR44sXJ+u4hErQlmltNZPhJgkyCCICUpC6nkdkc29vPNix2uaBB5KpqwrPo1kBOr/uJtIVoEDKItC7jHKZfEyLmQUif/t28rs/dSrFIOcwaRItOgI1n+dvYptr76Eh+9dXF/je91mSt2YPdGJsuJmvnkdsqfrRsV0TId3oXBOIWSIvvcTn5/PJ+0FnJl2p0PU84QQzsysmEpgGjCPRSyW6Z3yfJoOI+0JtJ5+nfKma7hkslag7TU3k2pxDvTzJH3kk8OCD+hAR3PslwzhGPp9ZhmfYqSDI8JYWYHBQVkACZiWji0tLnTJTbV9nPc7V4xSPJoU/575Sbl9XhlNkygS4uwJzaKhgVbKPClkAAQAASURBVFbq3FLKZcW2qrjUKStN7ixV4ptTYKokuzMhzhHdJpMBcWJyeTXNhDREdxoFQQMI9JqIbxftl0lrVo1CshYLHlPdtN+5Rign5QerCrgOhevlcW1TZ52j5qUh3V2PX+96GTJk2HnBE+Eq6a1aiHNyY1oC3CTHqvmmNBvU8DzcMbhJlyoxzrtMdyHFAXcyXM7j5Eyx1oXqAeyypSmdAytX6r73NrZNlitNkyqrIbJrJc8bhGqsw2OoN5ldbdtpZM1a+zyBmFhXIjyNnGdrj9vn5EvuV830aKrb1fQtQ4aJionxxtmJcOaZRAQ//DBxWLvtBhx2mJtXZheCjyuz225kHf7ww8Djj5Mh6ZNPkqX5n/8MvP71wD/9U3zGqIDOrbuMNWuSZPjhhxNJ/re/0bkJXjYI6PyPPFLf3sAAxezV4e67yYhZFeZMxtvWMrkcEXoDA6gEQHnHo1HwKvA72sxfiA0bIgZOJWTWrCGiXSd5Hn441Xn22Tgzt9deZG2uI3ja2/W+ooGkSa3ASy/Fgy0LCLLn6aeB447Tt3vAAeSCXTWrzeXoonDuzl1mKei+wkHAk9GCBG9EzO9yOX7T53LRWJqO6zLTXzebZXCQbnzPo9ks69bF22ttpXtCJtIHBylmgQ6VCrVjMpOePt3sEzyXi1ujVyp0T8uW/rlcNHGjWIz63dSUIClt3tSLRfNzLAzcTZOCWlvNxwAonvgTTyQ9bfg+1T/5ZHsbGTJkyNAoPPUUzZWjuWIFlEpFuCsYS4Yyri4tbe4sdUQ5BxPRyAm/Onfo8pqzDJddW6p5STfqYViJWYoLMURe5DR5WygedVyyvFbdo6vp5bLZlaWar5LstJAC1lcPJGtFbFoZHSGu06yY2nFJn4AWPFbUW0NkI8xrJdnr0V/bJAlXLZvp/rDUTzMXQE23zRNIO2eBU1Cq7aedf2AaWpf+ZEiJRluGZxclwxhg3Tqy2RCfeDsJDmnbZiUOuMuVJplS3ZbhOmlNlStNsqTY5mRKOY9LFzqZppFyqgt1IbvJMqMqU3JyJheGh5MtufJcWzZinpuAOUKIy/KjKlOq27VCbietjJhCZhgN2Ahx50mYaWbumeq7ENlpZ+hVI5va2q3XtauxHd0vk0uaqa5KXJuGkpNRXfvFzT/RzUtRiXL1WBzZniElGm0ZnsUMrwpj/6XYBdHaareM5nD00cCKFXoiaMaMJCktILjKr3+dCG453vhf/gI89BDwm9/EY/MCxA/bvFRzhsSeB7zpTUT0/+1vRMC//DJGwmp3ddEYcJzi88+bCfhKhbyAH3JIsh8meczzkl6mZYT5AgZyXSgGgIgtjTBEc9FDW17DuwYBufk24dVX9RdmYICWyZMj0ri1ldyrm4KbL1yYNJ0X8DzK57Bqlb7NMKQZDDpBpFgk9wKVSkRIt7TQn9Xs2fr+urycuTKVCn/jiZvDQITbjJ1ZhCFP3IvG8nnzueTzZJFvgjpZoFQCXnwxPrFBeAXo6KD7q6WFN5U2TYZwLTNlCrnI15Xbc8/onMOQJlOongEqlSgmwqxZxsOZSGyRb3Jfn8uRJ/+XX9Zf3733jra3bgUeeYTeKeUy3aaLFwP77ENeOv74R4oYILD//sDb3qZ35pBhnCKve0HXCTW7msiQIT2efZbedy0tIub1AMxKRNXNpS5Ptza5s9SV5cpx0JXh4oVzClOdMpOz1hHu1PVWPHHrdbLqGRzMjcQU55SGqqJR5HFrm3tLgLfkUZWRAmpZ3fzKEeUlp9Uw7ctpOo2JKKOmmeBKjFebzqGeyjSXY9WzfFqFZD37UquGazTH3dCFasu66ot1i1qGK68epxH8QYYMGTLokHxFc1bfaazEoZRtpJW4KV2GKlfq2uXihZs8C4kQPfHwO9G6CVCsxWUPRDYZ0iRXmjwPmSzGgepD80RxxGH2PqT79nMsG8fEyahm4pxrvVrKVwkdIW4kwqv9oHNChmudRmMnEVJcSG+X+QFp5U8buc5deu6RMz2KapumSZjveQ+flyHDRENGhk8gvO1tRFgLD9gq3v9+3jBX4Be/IBJJrVupkDfvq68GvvrVeN4ppwA336xvc8YMMhbWoakJuPVWMkYWx12xgly3P/cc8PGP896mTdafnsd7pBZGtatW8dzFvHlm2ae/HyiVVELFw/CwPhz2SKYJIug5V/ehh+ir4vuRO2vhfz6f18fSPuAAmtXAWfVOmwYcfLD+mCYIQlgdqOFhcisgm/ZWKkTkDw6aB7a9XT8GANVViXQ1SL2KSqVmy/BEVRtTK46pQ1sbjYcOwlJaPt7zzydv5jCk6dvz5vHuGgRMDzsQTVhQUSzSpIehIZp4sf/+9NBs3hyVyefJolw+fn+/Ocb4+vX0QqhxZprtki5aRLc99+hNm0YG9ADNQfnFL+LlVq+md+DrXgcceyzw0Y8SYb51K80J6OysqesZMmTIUFdEscMLCMMCAPENNikP01rsmNxeqttcWRVprHrUsmqccIES4gS2KMMR3dCk69yoR2WERY8gxXXKSxsJruaZlJs68ltNlxUhToS4C3QmAWqZqHF3pZYrsT0OLHjqAp2my2TCUQ/ye7wpGdWbvda2TO3k8yOK5rTWNmn2XeBCbld7yWopf+ed6epmQOMtw23/bxkyNAjr1lFEvDhUuU61BufS5TQw62rcqZu25b7aoJMr1W0uJI8rMc7JlUiUIbUa7z5dbMtypkhzXZvIcZXw5uRGkyxpjCNum/ymI8JNTJztQ1eNTKnbricsY1FTGB7TMRtVXyefugpVtQpUYz2xUpIrZdQytyDtRE0X8tt2LNPcZXWIXYZ8rC/LhIftf6ZWZDHDq0J2S08gzJoFfP/7wBe+APT00PMkjHTf/37gnHPM9X//ez3fV6kAN94IfOUrcS7r4IMp7PC998aJJ/G8ffKTZu7r6qvjRDgQbd90E/Da1yYtvKdONfOSYai33Jw0Cdh3X+L6Vq0i7k7welLo4gTKZbM3b+H9OfH/Wq3VM0CsnOmgy5fryfBcDjjmGDJ73bQpkqQPPJAWnZX2pEkk3eoI/EKBjzH94ot6H9cbNpCL7OTfFUFo81XX6gJTpiRf4DZiWpSpUqHAfi9sbs7D0Gy2XCjoY6r7ftItQW+vOc74unX00OvOccoUs2Kas9RetYpc4YvzELHRDzuMTKr7+2m/qyt53/b06PsK0PXYto3qalAomG95+bYNQyK0N22iWyeXI7J75kzgtNPIalJ4m2hqoud+4cJouG65JUmYi+1776XyM2ZkJPhOgXw+swzPsFNi+XJ6NZfLQG9v+w63lv0gchjQW4rblJVqvk5Jqdbj6uugsyxXoVNUJgQuKV1nqSPny+WbpDTVgtyX8mm/VGoacXMpu7fUuUcXLipV/Z9Yqy4vVZeWKunOKTQBfV5y0bhNF9DJDq4Kzmox1kpLgXpodRpNQusUj2k1cjZi3pbuOk6jrSWTjpfmtHSkuVrehdzWHVO32I6vg06ZaepDhgwZMnCIZBJf+r1xJcFdZEpoypnKmKzCXWVJAU5vopMt1dA6Yu0ecidKK0ppBURyZiHmPl2ebClkNp3syMmZurUqa3Kyo5rHyZKmiZbIN0Xeh2S2Tf3oqJ2XwTFxok4acOUnOltnkvdcZvbZ2q2n4DARBI0094OGrOTkNE521JXhyplkRFsbpv7Ja3XeiXqq3C+h7tHU7WfIMNExwb8Yux4OPphc+95zD7ByJXFvp5xCpI4Nvb3m/OFhWuSYu55H5PseewB/+EMUGruzk4gnznuzQHc3cbU6HiGXIxftKhm+YAEJYpzlp+dR//bZR3/c/n7yIC6/sHt6gGXLKD46R3y5hLUulRhesqnJTPQCet/spljNAJmrDg/ryeknn6QBaW+PiM1t28wE/b776uNMex5p3dX6pRKwZYu5r+vX68nwMKQxqlTiA93URGOjk7ptYG4skcTdc4IrqztnViqRRXixSI23tUUShbhh29uTN4/tgRTksu7+yeXoQVi2jM+fPJnYY4FNmygQrYAYpCAAHnuMZqbI5bn+2GAp09xMw6J7J4hbPQyJt5f590qFTqG7m4zZFy8GjjiC0lUu9NVXaS6BDr5PQ3HqqfZTypAhQ4axREdHRMIODraAFG4lRFbigNl624Uk1ykz5fZt+SpcrXrkciYyXKRx1jomYly24mmC3qqnkNgXCkzhKlK1zNFZgqddy9Y9Auq+LNPqLMpVOLlNV7WutjS1M+YOuJVrNMaDSUNapWU19atlb3UYC4LbxXpiR34A34nrV/PT6JRtykudMtNGxNcDmWKyQcgswzPsxNi0SVbZCMIWSBLeKlnNTZ7UEdxpCHCbTJnWQpwrrz5zsowoh9YRaWp6jklXZUa5HKT9Ckj2FB6ImlAu+zFiGtCvXeVMm5W4KUSPya26QETeG7wPubD6qhxpYt90cCHCGzXBcjzIkyo4NlReu9RtBEZbSKl2gkSK62kjiF3Ic1PbLsS4SeZU17rJlLZTVh9Vsf/+99vPIwODLGb4uMQ4e5NncEGhUB2Js8ce5Jpcx1dNm8Yr1vJ54H3vA844g9wKP/EEkVUPPQT8+MfA8ccDP/pRkmTessUe+3v9ev54b3kL8NvfRjGEASK7cjngrW/V/0eWy+QSjvuIDA0Bd98NnH12khCt2vBPxHdeuZLPb27Wm7FXSy52dxMRDiTZ302b6CIvWsS3t9tuRKC++GIysPaUKcBBByXr6CzCZegsnLdvpz6p5zF5sp48B9wYa6aM7Toam60m0PjgYNJiulSiD9L06eaPnsuxuDIidnuxSMT7ggUUy1u+6WfPJg8B8gmvWKE/jucBL7xgJsPb2+neM0GeHROG1MehIbr++Tz81la0teUxNBQ3xM/l6N0jvuN9fXpD9HKZPD+IeRvct7+vz9zNILCXyTCBkMs1Vgh0eVdnyNAgPPUUvebpZ7SAUqkFpFQTpDigtxDXuazUKTkBNyVmNdY8ujQTAc5Zh3PWOnIeZ90jKzHltCbErXr4fbLoaYLnRQpMWTlgWtuseXTWPapFj7ytizXOW/f4yOebIleNNqseTkuiI8WrRRqlpe5YY6mMNGnDXNnZapSWtjZ0+a7purK1WGyZ6qo3ra4NLl3Jdx0Kea0qFF0VliZw7alpLseS3yG242XIkCFDWtAES9mLTgCSe0wkuKvnIRv5zdWTy8hp6ja3r6IW63BVhpTTdZbgqochkSfSZKK8hDAs7HCfXrDKkNXKlXJZVYaU09PIlwIjhLjOxDQtTMydC1zlBzWvXoR5PeTiesiVaY5TjXxqmuVXj75VA1ey27Qw4MjmavarFcN1pLeujNoH09xl+THl5qjofvkyeTPDzoaMDN+F8J73AJdcwuf5PuXryMIwBD72MQobrXqTfvBBiv19/fXxdBPXKY45fTqft8cewIc+RBbezz1HnOP27dSmKfz0yy/rw2KHIRFsmzcnvY/XNGls0iRgzz2BjRsjRm94mNbz5ulJmqlT6cRMZrLc7ASOyJbx0ksUU5ybMRAERHj29JDVcRgSgbnffnQOXB2dy3W1ryqKRb31e28vWYazgdjhRoYr42rjluVJFSxyOfNXPpeLV65U9IxtEFCeyWVDRweZMJugjs/KlcDSpdS+uAeamshEOpej9M7O5PUQPsd1CEO79f/UqcRC64hB+bhhSGyzPJGiVAIGB5Hr6EB7exuCgJriCG1bV3p7zf8duttKwPftZTJkyJBhvEBEG2lpAUqlJhCpK9achbiJBBfbnKWPKca4SxkValoay3AujbPWEek6C3FyU5m0BBfn1GTYl49fRBjmMDREMpFqtaPuc9Y8ah63BuzWPaY4jwJyefpeprASl7dVVm5X14rUSxE52m2MxvUarQkKO46jUxTqlIOu8w50ZHYaYpo7lilNBfeo2uqoeQ8/bO5vBg0yy/AMOzm6u+m3fmhIdpUufsZV+RDStotMqeaZ6qj5YPLVdIG01uEAT4ibrMPFtmr57ephCFK7BaXdCsKwMmIpLmQ6br6XKkNy5bi1zloc4GVOsR2fUMkjn/dpkqWrialOvpQ7nVZOGctJkfXEaMh0LuXHs1zveq1rvCc4j0OmeQou+2pb1ciYtrK6fZdHTp14ozt+hhrQaMvwLGZ4VdhJviAZXPCWtwAPPAD8+c/0nyeIqCAgl8Mf+pC+7qOPkstzDpUKcNddFMP3wAOj9OnTgUMPpRDFHH8WBGRtroPnUVzx9esjItP3Kd7vhz8MnHVWsk5Pj93At7s7SYYXCtFYcDBMHIsI5T32SDKuJmvFPfcE1q7V5++9N/9i6+01n2C5TCS7yvaVy3QDCPfcgtwtFjU+4HegqYn+mExWwXPmJNO2btWXB+hiCRfvKjzPPLs0n0/Uqzmsr+/TGHCxwz0veS1NszIAGtNSST+ZYPp0Ipd15zh9erzuunX0MAmIEy4WSeN10kmNYXi3b6c+trWRm/0XXkg+KK2tdP/LdXQeBfr7gXweflOT9vFwcUZQKumfyRkzaPhefZW/L4Igcp4QhvTuevBBKj91KnDsseQkIZMrJgjy+cwyPMNODWEd3tIC9PcXEIYFkGKtAEB4ZnG16OYUk2qaurYR4JxVj5yu2wfiysmSsq/WUclvV2Jc5HOkuFpHEOKycjM6tzAEhoYKMUWCbHkD6MluUx6nwDQR4S6EOKC2rSHEVXBEOGcBJMq6wMXC26YoGGvFp80qJk29NMdLU7/eZV3ul2pRzfXekRbA/s03XS5OKWkqJ6frFrW8rg1T/1yQKSUzZMhQD5B1uJhYKUO1BgfcXKXbrMfTWInL5dR0bl8Fp9eSZUx1wqNKfqsTK2UZEeDD7qiyZkXZFu7S5YmXYCda2gyYXSZXmiZbmrYBV/GAvsO+LA9y2zJ05Lh6oqZOuFp+28q6tuGCauWkWoUDk/Di2tZEItZtDwi379quQ71qiHKXyZRc+bTDrLuVbI+krW3uFzBDhp0BGRm+C8H3gW99i2KM//rXwKpV4Y6wxCGeegr48peBCy7wsNdeSQbovvv0PKFo+7774mQ4AHziE8DFF0eekmWceCKR8Dr88IdkWCyTWaKNH/+YyCyZfwPcXvAcN+l5ZOC9bVuyn7mchWMUJq6iIRnlMh2QY9U6O4HDDye/84JsrVTohPfYg8hyDtWasT/3XDJOtRjc5cuJPdSZ6u+zD5Hb3Fdw2jTevbYLWRwESRI+DCm9VKJt349PLlAttGtFGCZ98Ys0cV08j7+2Nojrr0LETxfkcrkcn8XR2Rm/ucNQHxtc5K9cCRx8MJ/vecQQ62IXeB4wa1Y8rbubjrltW1Rm7lxg4UKy+h4YoLTJk2kR4xOG9ms/OEiTLDRoaoqIAx3UYQ0CxOKHv/71wK9+FQ+1IHDYYXQqQQD84hc00UdMhlm/nuYcLF4M/OM/ZiFYMmTIMD7Q0UGfiqEhYNu2VpCiTijitiLpMj2tsjKN9betnC1Nhs01us6SB3B3m666rpSVlap7dKHwFG4vxbhEZcOwiFKpCaVSDoWCn5hZL++r7iu5NNWlpaiv5gP8mlv0RLnGbXo1qJUkbRS57dIvnfLVVNaW7qKVqqZdlzbHUkvlMtFBTecUmqY2mDouw6kjrF3rce3ooCPCTX0xtWV6NDOlZAORWYZn2AUQWYeLCZZCPgJI5inCLifqJluaLMBrmXAJzb4JaWRKzjW6vK16HZLTdGF3xHZO2a7E1mFYweBgDp5XSMiU8jYXpidNOB7dJ9W0bV80btNdoMprcv0072HD5Lmq2hsN1IPtTNOWWraegkS92qrXNZJv0JRlODlNN+mRK2+qb1tUuJQ31VetwdUy3LwU9f0i1hdfrB/KDBY4TraoGpnCuipko7aLwfeBN7wB+PznQyxdGuL++0M88QS5P7/ySuDAA0Pcfnt1JrYcP7n77sBVV1GMc0Fe5XIkfIsYmBx6eykmuc4gz/eB225Lpu+5p9lCWHgu55DL0bJ5M4W53riReMr16w2GgWGonyEgYMrv6gL2358Gat48IkAPOSQZ71nG/Pnm402dmtSClsvkQ14Hz9PHPQdoYObMIQtggeZmsl439TUtRJzp4eGIxaxUqP9haCTCq+qCTITLDQnSXVicco27fHTUMuUyjfNjj5Gp3/PPk3X8vHlEVs+eTS7u998/riwpFiNSWnceGzea+7Jggfnh2HffaLu7G1iyJH7MMCRL9iefpL7uvTew114Ua14eH459VlFSZ6DHoZuTIdDVFckT/f3k8OCXv6TlN7+hoZ09G3jf+ygCgOjelCnkjeL002n/oYcijxfiGRfrRx8la/EMEwDuf+vVLxkyjDEeeyxylV4o+ABaQIRuEwDxbZbjPVYQJ8zlPDmtKOUJaxi5vLoWbXKxJCuGOq6L2qciswwiipnO1ZPzhpg0dXtQsy/qDinHiLZLpQBDQ3BaxGQGdVtNE4oINU3O4/ZdFS3l8g7LWk7jKfZNa4Fa3o8uSsrRePdyGqQ0rGW9+iCvG9V+tTApuOtxjXT3IXcMhQi3KRHlMqZ6NgWjjdTm9NU6xamuHVObah1bW489liyTYWLim9/8Jo466ihMmjQJM2fOxFvf+lYsUyZIh2GISy+9FHPnzkVraytOOukkLF26NFZmeHgYF110EaZPn4729na8+c1vxlqTh7oMOz26u4XKqAkRSStDlR1VOVGWNUtM2ZJUXs5TZUOdrKfKbkIuSyNTqossEw4q66LSvlxWlRvTypVFZjuZF4alqmRKTo40rU0yZzXLiLcW3T+0bUanQDX/3tXIIbXILjp5KI2sVUsb1cp09ZYxGy0fu06WFNu2CZgOuh3d7wCXr/t9MNW3Ie3vh62ci0xpa2e0foUyjB4yuZKQaXh3QYRhiHe8I0RPT5zkrVRo/+1vD7FuHdDRERFcJ54I/Nu/6dsMAuCEE/i8OXOAN74RuPpq4usEt3jjjcT53XQTEVcyZNfouuOtXp1MnzyZjJhffJGvd+ihfHhrgEi1hx9Ocnm9veTR+zWvYSZzu/jm1pUZGOAJ6q1bqc68eTwJu8ceFBd8YIAncoX/Zxmcab7aRx3ZunkzzQoQx8rnaXvqVGC33fQsdFub2VW68E0vo1LRTx4QpLhLDHMNEl11CTSuO7/WVroGOvh+3Pq5UiHr/MHBeLm+Prr5DjwwPtmgHggCmtmxfTuZFR55JJHZskRTKFDM8cmTo7Rly/Rj09dHDzLnGh9wm5WgKSOGu6uLiGsuJHs+H01o6e+nsA/FYtTdoSFytrBhA3DaacBb35q0Ghe4+25zN+++G3jta+2nkyFDhgyjgZYWepUPDYnY4cJCvAgix2VSG0i6p+RcpKexynEpl8ZqHEha6ch5stziS3k61+iqpY5aVo3nWJC2hdtK1X263F/ViojKiZiPMhj+DkAy5qPNXTpHrJlcW8oWRDpEs/39yL0lByqUXMsdUk9QrV8tRnsS0mgS0WOpVarHseX7QIVu4oScz5Vxud47yphcpHPPiy5PTTe1I7ZNyk8d6a7W1x3TBtc6mdKyRjTaMjylBc/dd9+NCy+8EEcddRTK5TIuueQSnHHGGXj22WfR3t4OAPj2t7+N733ve7j22muxYMECfP3rX8fpp5+OZcuWYdKkSQCAT3/607jpppvwq1/9CtOmTcNnPvMZnH322ViyZAlymbX6Lgtylc5ZPgN2b0IAPzFSV5bL47bldqGkq9suMFmHq7IqZxEuu0MX6U1SGidn6mKGV6S6Qk8UlzHDECiVIit1h/lhbDgeNU91mW76TrqG4on3S4kjrsqMnDwpDphGtnTrjHm/UTDJR3KZeh2rnuXksrUIK9XC9RrV+1rukEtl2dJGdLuQ5royuoWDax3d5dI9inJehlFAo2OGZ3JlVcgegV0Q991HnByHMCSC6Ze/BD760Sj98MOB444D/v73JFeZywEnn0zENodyGTjnHOJUVUPqF14g683bb4/X2fF8aeH7+jLHHks87HPPRS9736cYwBxPLLBihd6odds2CtlsM8p2RhgS46/Dtm1EtHL+2QsF4HWvI1Kzr4/aGh4mC+NDD+XNal0IZM5t9cAADYwKz6ML2tqqN7Xv6qLz0JGqqkUxYLUYNpHhspduU/4IXCcy6MjdQiH+56Giqyted9OmJBEuUKmQ1bVsnS2jqYnuhf5+Pt/zgJkz42nr1tEDKx+zo4NmdVQq1O/WVnKPLn+stm83W6EDdO/qyHDfp7ExXUvp7yoIqIuC0PZ9mrCyxx7U3c2bqavCo8SsWdGtumRJnAiXsWEDzRnZd19qk5MRbMb0tvwM4wTCg0OjkMUMzzBO8Nhj5DyGfoJ9DA6qBHgJQP+ONECvrATiSkmBpOvG+NrfUUeXL9oQ4MpCyZe/FXJdX5Ou7nNuLXWuLVWX6Oq+INMLUp5Yl5R0+ZwqCMMcBgeJFJd1fOq2vG9zYSlgMqjRxRcXa5vDi0TMR5MVsICq7NOVT0Fw1q2cDi4KyrTt6fZHQ3lY6zFqYWNtHgNU2G5qk1cAjXWZSTFoy5PLcKdoay/NMbhjyemmeSTqo+jyaGbY+fCXv/wltn/NNddg5syZWLJkCU444QSEYYjvf//7uOSSS3DOOecAAH76059i1qxZuP7663H++eejr68PP/7xj/Hzn/8cp512GgDguuuuw/z583HHHXfg9a9//aifV4bxge5uoLPTx7ZtQp4UFssCQlYsKvu6iZU6WVNHfHPkt2lipbrtCpMcqXONzsmWXNgdm4t01V26kB8DJGVMMV7+jomWhYQMKZPZ6rZcRia/0rpQl+VJsdjIcfpu+fRbXo285SpbmjAeGD7bx91UT7dfTT2X8XMtO9rCh+knSC2X1rOAwUJcR2pz8pxJLlT3dXKh7lhpSXK1bxzxzeVx85y5tr/0Jf1wZph4yORKwjj4Wuzc2LwZuPlmCtU7bx5ZSNuI3kbj2WfN+fk8sHRpCCAi8jwP+NGPgI99jMh04h1CBIGHI48M8B//4cXKy7j5ZmDNGv5YlQrxdY8/ToS7wG67ERm2ejVPdAUBcNJJfJu+T16cf/Ur4ogB4hDvugs480zg7W/nOdjNm/n2BF55hSHDXaxgOZJmeJhYPBP6+ngyfHiYLHeDIH4zzZjBx+4GiF00xYwGeKbfRNgDRLjqrMMLBSJoN29OkknTpvHn5mKpzRDUnLdzAVG0nmHGUSrR9RPx4IeG4pbznZ3JP4YtW8xtdnfTOHH3i+eRm3Od30PPI7fl8rHuvjs5KP39lP6GN9B14+Ai7NomLXR08GbdAJ3fDgv4ICDnAfLtIcjxUonmdcyYwc9JKJX07weBF17Qzy8A6BKZwpunnRGdIUOGDI2GUEiRoqqAMBSEbQGR2/QhmBWWAoLclpGWEOfqqu3r2lKVm6rlt4DNQlxsB8q+UGo2Ia6kla161H2TNbhsyaP2K7ISp7jcUY7JQEW21OGUJao1j8jjrHxcLXk4JUmAHVbiOiWeqjVRWTq1wVoUZ67k6nhBGoWjLd+k+XI91s4CTsEJ9yEwkdNyGROpzSkjXRWUumNx6Sq4R5ErtyvdDqOGUYgZHoYhtire05qbm9Gsc18noa+vDwAwdepUAMDKlSuxYcMGnHHGGbG2TjzxRDzwwAM4//zzsWTJEpRKpViZuXPnYtGiRXjggQcmhNIyQ+OQzwOeJ+TJIcS96wDVWYK7kOA6K3GbFyJ12xW2iZVigqbqXUi2DJcXeSxUOVPeV7eFpTiU4yT7plqJy7BZiHOW4ToZUv02cfKkTcaMk2yMTMnJkSpLx8mWcsdM0L23x0KmHIuP80QWCNJOjHWx/DfNBFYQwNfKa3KaLY/LN8mFXL4KF4KcOyagtwznHknd71+GOqDRluGeh3K5nMmVKZHd7g3ET38KfOc7kbVjpQJccQVw+eXERY0VZG/IHIIAmDIlyRxOngz83/8BTz0V4oorirjzziJefXUIN9xQxsKFPr70pQ5cdFEbPIW1euQRs6Go51EZmQz3POAjHwEuvZTGTybLPA84+GDy+Myhvx/49reJ5FI52JtvJp7uzDPj6S6yA8tdex693ExxwTly0xZnXNepIACWLuWtkTdvpr7IpKiMAw+kmQyq+bvnEXnLWXib3JyLPg4P8zHKX3017kY8n6fB7+pi/M2nQEoivK4keBjSmIhZFgL5PE1MyOf1cc1dbrJKJXm/lEo0MaK1leKJP/98xA6HIT1cRx4Zn1zwzDP6YwQBuU04+mg+v7U1apuD5yVn9AwPE5k/PExjMGUKXef+/vi93tREdXecI/eMCpTL9Mw1N/PDOTxsnzthIroB4KijgHvv5fvg+5SfYQIgl6vtnWKDy/s6Q4ZRwmOPUWQLEduPrHlky/AKiBwfQGQ1LoMjrIE4setKiKcpy+XL1kYAEopS0T4026pVuc66R1jwNEl5RWVfVnQKCx3VGlwm8VVSP9oulZpQKuXAWYmXy3FLHrGv5pmMbxlD2USaSWEpW/vIMCovbVDLqQS5mj6RYZLnbCynSYPmeoxqy9Y6QUG+xjZrby7NpJjUKSqVNOHGUqcYNBHbaevpiHFdmon45m6LMAxQLvvOj5dr+ksv2dvLYMAokOGbN29GV1dXLPkrX/kKLr30UmPVMAxx8cUX4/jjj8eiHe7uNmzYAACYNWtWrOysWbPw8o5wbBs2bEBTUxOmTJmSKCPqZ9h10d1N3td6eoR1uLAQF/omzupbTYMm3UaA2yzD62UhrsqMcjoQlx/FWvYuxKXJMmRJSRPyo7odIJrUKVuDy/KkaiVeGAnHI39vZNmSsxA3WZC7fK7lbXnSpelzHq/rA/kmcp3uAtMMsGrfyTqSNA04ObjezKGNXdWVq/Y41bbjWi/NpFgTsa0jv3X10pDqjNzpKlPq8jj50FbeJle6LqK+fIpi37bN/bKp/c9QA9Lcm9XA93HPPffgsssuiyVncqUZO4FGYnzittuAb30r2hdkS7EIfO5zxDsefPDY9O2ss8ijti7ccaUCvPvd+vr/93/9+OUv+2NpGzcG+H//bys2bw7wta/FibLmZjNpFYa80u6gg4DLLgOuuy5y6+77wO67AxdcoOc+7ruPD6ct8Oc/Uyxh+X3U3GzmtD2PN2Qe6VQYIgwCIIzKAxBTbZN1OJfkKrhZPN3derfcAPl1nj+fdyXe1UUa9BdfJJZQxOfefXciWbkBdSGYuLjf69bxQp2wdte1axOclI+IiQgX+YCGEDcRvnIZGdu2JYlwcaD+frJ4N8UYN1lUqzPGKhVy4/Dyy9ELpFAgC/FCgV4mHR3krlwezyCg8dchDMlVg44MLxSoTV0bYRj3IrBlS7JsdzfNnpk3j/oTBAnCMgztzhGGhvjHAKB3hu/ryXSOs1dx6qlELA0MxNvxfQq1cOqp5voZMmTIMBZ47DH6FLS0AP39BYShsAoXluHC5aIgx1VwVt2qlbhKXnOwEeE2a3JZftApOFV3nfKxufPhrHtkC54mJU2O4yjHFJePp8YQh5KublNZYSUuFJOq+KbGeJTLcBY9clkgEpe4GJBp4z1GCpEqrHnkDldLfpvKjScCvV6aoYmoYapFGZ32+ho07Lo5Bhz5rFNiqvVs5LWrgtSlHd05qP1Ko0uW62UY/5gxYwZWKGHIXKx3PvnJT+Kpp57Cfffdl8hTjRHCMEykqXApk2HXwNAQUCgUdsgtwkJcJn+FPKkjvE3keFoSnCPAdTKiCyFuk2PlbREupyLlqXIkJ0Pa5Er5fFRrcFFH3Y4jDHMYGoryuGh9quyo21atwU0xxQE3q3Du+zPyeXeRJ1U5UidXuqIeRPhooJrz21mEg2pkf44sV/NdZmvsgLAKNxHBJlnOVs+VVLbJq6Y6ah/lfe63jZvvLJepVgbNMHY44YQTcMMNN8TSMrnSjHH4Ndg58IMf8ESNsBK/9lrgu98dk66ho8PDt78NXHghTwReeCGwYAF/A69bV8EVV/SzeQDwzW/248IL2zB7diRYnn02WWrrkMsBOi8KBxxAvNz//A+VE96pr7mG0s49N1nnmWfMHOfAAHGBe+0Vpfk+eY1evZqvo/J/MXgeevvz2LgxREdrAN8HhoseAniYP99DgQtlWyiYY0ADZF2rordXX150dOvWpLv0SoUsil99lVhCIc02N5MfaV1M8WnT9LMmAJpVoRL7W7fqv5xhSETp7Nl8fqGQigyvGS6EuEAQmCciiPwdLsATmDXLbGk/c2acSH/ssaSb+lKJXOQfcACwcCHfjsv56BjkUonqL1hAxL8cO1yM1cKFEcs8MKAnzXt7aSxmzKh7NwG6Ffbem+Z2cG2J0wDolvr734GHHqJudXQAixcDr30tcPHFwO9/H703PI8m4pxzDv8IZhiHyOcbaxk+QQS6DLsWhKv0jg5g2zZBfou1sO4RliXVEuJceReLb5tyUrXE5qzDofRFtRZX8+S2c0o5VXkpW+/IykpBllekbVkxqZ6Xzmo96hfNgSNBkCPFbSS4vC2X1blIr8ZtuoA4Nusy3YUQlxtJo0EZj8pJVzRaU2Rqv5Zjc1ZOaevaFJK2Y+ryTJZAFpiUlCKNq6Nu6xSSNmJd1yd+n96jOgJBfvxcj5WhDhgFy3DP89DZ2Zmq2kUXXYQbb7wR99xzD+ZJ3txm7/in3rBhA+bMmTOSvmnTphGrntmzZ6NYLKKnpydmxbNp0yYcd9xxtZxNhp0E27fL1uGDiCZYqvKZCxGuEuKcpbiNBDdZiauymE5uFUo4k0zKyXEqCS7LkKpcKdbcZEpVrpRdpIt9XR84VBCGiBHi6qtKlRNVmVGU4eRL3VrAJo7o50T6ZB3uKk+6TrY0YWeUK02Ch07QGEthIaWRkzVNJ3NWa3XL1LNNYkxLgsvbLgvXF5fy3OXWPW5ymlxf5/wgkzfrgFFwk57P5zO5MiU4mi5DjRgaIoNOHZFTqQAPPmhvZ+nSAJ/5TAlvf3sRn/pUCY8/7uhixgEXXODhuuu8mEftjo4Ap58+gMWL+zAwwB/rd78bslri/u53ccLwsMOIENeFQv74x4kn5HDjjcDnP08xhPv7I9fIw8PAhz4EPPyw5URTYN99yVu42j+AjKenT+frbd1KJPrwsIdXe3PY3J3D1n4f/f0eXnxRb22OOXP0JPTs2XqT2GrwwgtEhANx5nB4GHjqKX0nZ83S9xGggVFhIvgBs29sXcxs349MgesBYVJu868uk2C2ONm2MpMnE+HNoaMjHsO7t9ccr33ZMv2xcjkzi+t5yX6sXw/ccQfwhz8Af/wjcOeddH8edBD9GXd2AnPnAsccE7/mtjjomzdrx9iFX1QvN/0ARu+BI46goePa2ntv6mq5TCEr/vxnegQqFXJQcOedwP/+L83n+OhHga9/Hfjnf6b1Rz+anE+SIYMLvvnNb+Koo47CpEmTMHPmTLz1rW/FsmXLYmXCMMSll16KuXPnorW1FSeddBKWLl0aKzM8PIyLLroI06dPR3t7O9785jdj7dq1o3kqGcY5nnqK3n8dHUBrawFEgLfvWFoBdOxYy5bQKrg0H7y7SG5tKicvprIyYW8iwiGVKYKUtYM7tod2LMKt58CO9SCA/h37cpooI9oYkNrol7YHpfKDSrppW04rolQKMDRE4lF/P33HxCKnyXlymlpHLELJKZQicpq6LZdzWQL4bpYVOmsLjQVGDC4KLDXfVZnQCO2NrU1OMyVv16tPugkItSCtBb9JKSlv2+4XHQnOlJetd7hF3OOAXhGp7psUjLryAro6LulhSO83sTYhzXOrm9SdYeIiDEN88pOfxO9//3vceeed2EuezQ9gr732wuzZs3H77bePpBWLRdx9990jCskjjzwShUIhVmb9+vV45plnJozSMkPj0d8v5EkhRworcVlWFOFtZHfqJSVNTi9Z0gaVvCEmT8h5JWkttocQlwk52VC3lDTpA0pbIk0s/Up5WY6U5U5VNhxA9bKk2C4iDIcwOBgkZEZ5scmPpsUmT+q+v6b8Ytl3kys5WUHApa5JrnQlX11RD5kujVxZj/YahbRjbrsWqqzpMgkzzf0h1XWVEeU8UzlX2TBNObmvXDk5jzsv27G49sXaZNSYYWIikysJDZyesOuiGpJHxde+Vsa//msZ+TyRN7kccNVVFVx8cQ7f+U6+Lq4H3vteD+95D/CNb/Thsss2o79/GHfdBdx+O/CpT63Hz38+D295S5wd7usLjK6JfR/o7U1m/vjH5B7+F7+IeNd8PsTb3lbCZZcVAPDn82//pneF7PvAv/87tSnjoIPIrbqO52xr48Nj5/MUI/ixx4ANGyLSvbOTeEpuyMPQzFkWi0BPj4ZILxQQ7rU3wp4eeFv76CRbWoGpU+G1t/ENdnUBmzbpDyjif6ud2LjR3MktW/gZCYUCxRpfsYKkW9ld91578aSryZxXQL04YUgzHtSvuO+TdXE9rT5tvtXrRbiLY/X2Eik8NERtz5hBY07+yGh/2rT4cdetM1utBwHdBzKBLuPAA4H779f3SbYqf/llMpuWsXUrzTQ5+GAyodbBFpRbSFjMhArPo/kenNd5ATEbOQyBV16hOIhiJnNHB7DPPhT24fnnab6HeF4XLiQy3POARx4h63EVYUhDeNddwJlnkrG7za16hnGKfH7cWIbffffduPDCC3HUUUehXC7jkksuwRlnnIFnn30W7e3tAIBvf/vb+N73vodrr70WCxYswNe//nWcfvrpWLZsGSbtuAk//elP46abbsKvfvUrTJs2DZ/5zGdw9tlnY8mSJcg18lwzTCh0dMgWHC0IQ6FgLCiLsOzhrLZ1ltw2y2/VQtwEkzU5QMpW0Ue1La5vcppstaSz8JGtkpoQtzqSt1WrcrU/KkEve8YxP5fCZbpQGgrorHWEnkaOJ865VJddXQLx7TRWPTIiCwKLNQ/XKGdGoLPyGW3I/a6mbj37MdZ94FCrFU/aiQ2mNhSlOOfGUoZOuWdTKroqO9VjuSgZ1b5VA9e6Y6X/3ikxCpbhaXDhhRfi+uuvxw033IBJkyaNxGLs6upCa2srPM/Dpz/9aVx++eXYb7/9sN9+++Hyyy9HW1sb3vOe94yU/fCHP4zPfOYzmDZtGqZOnYrPfvazOPjgg3HaaafV/RQzTEwUizRffnCwCTTBsgCS28Q6ByJkTdbgXLrJ0tvkWh1MXSh5OtjkUhG3W4YqQ3Ihd3RehuRQPKpcyblL17lFt70fSiPnJuRKwM3zkMlqXP522VymV/O9Ea/UhOch3Vo+kE7erKYD4wnc+bicY6M++I1q12Xsq5UlXSbV6trYIVsKmGQ/VxnRRjbL5bg0XR0T6c31Qz5NkS8PE7fPPYoZ6oRGW4an5C8yuZIwDr8KEx/NzcQfPfYYzwvmcsDJJ+vr33hjBf/6r/T2UV963/teBYce6uP976+PMvzmm/vxL/+ydmRfGJv29wd4xztW4+9/3wdHHBG5fV60qGB8MZbLVEZFayvwn/8JnH76dlxwQQ82biyjUhnAT34S4K67CvjpT+fh+OPbY3WGh4ElS/THqlTIulPF614H3Hwzcavc+L/hDXpj5zvvpMkAMgEvCLULL0xyv8WimcwDyAqVI8PDEAj9HDBtOsJpSoFQw79MmybM0PmDzZyZPDmTa26ADtTbmyTDw5BI2U2baFu4Q29vJxZS90JvaqLB18H3ky9s2ZxDRhAQ4aoz/00LGxEuynDHMlnIC8gu48OQrpWwyBcoFuklcdBB+jF0kT44a/5ika735MlEZD/9dPJcFi+O3NSXy+aH7OmngT32oBkkHKqd+bNjjEUYde45LRSi4XzhBWDlynh+fz/w5JPE+x9yCC0cTN4jwpDyzzijvnMgMuy6+Mtf/hLbv+aaazBz5kwsWbIEJ5xwAsIwxPe//31ccsklOOeccwAAP/3pTzFr1ixcf/31OP/889HX14cf//jH+PnPfz4iTF533XWYP38+7rjjDrxeF1ckwy6Hhx+md6BwmT44qMYMl2OH15MQ52AjzU3kuer2XKDCbHNpYltVPopt1bWlrLwsMNuqW0sYtrm+8NDFEDe5ROcUmaoC06SkrFaBmYoQVw+gI8TTYjwqL2XUqikyabbGCjoNWNprobPQslmU66zFFbgQ0Sbi3IXMdiXVufblOlx70fsqhzAMUC7zQqjuEcuw6+Dqq68GAJx00kmx9GuuuQbnnXceAODzn/88BgcHccEFF6CnpwdHH300brvttpEJlgBw5ZVXIp/P453vfCcGBwdx6qmn4tprr80mWGaIgaKcFXYQ4q2ILJO5iYJpiHAdCQ6mDWjyRXo9wLUj0gRRbgq5I8uVBc2+vC23b3KLbpclSf70QZ6HIkIccCfFbZMr1bWOGFdh+2bl846EuCgsN1AtQ9dIWZKThSc6RlvQsE2UTGsVrmtLU8b0H1ULCa7mpZUrbbJqGnmUGxbT7xw3Fhl2HmRyJWEne3OPH3z84+RqV4XvExn+gQ/o6373u2XkcjzX5fvAd75TrhsZ/o1vbNLGNqe+bMEvfjF/JP3ss5sxd66PjRuDRP9yOWD2bB9nncW7937qqSGce+5KlEph7HirVpVw+umr8Oij++CggyITFt+3h3TmXtwdHWSF/u//TlbZ8vmdcQaR4RzWrCEiHIiPRxgS8fa73wEf+Ui8josRNFfGxsnq+Fj4fmT6rhLO06fHA6GnAXewdet4i/KBATLR3W8/vl5Xl5kM7+qK1wsCs3vxMKQvsca6WBThoHo6rwm+T6Swzho6l4u7tu/rSxLhAsPDNL6cm3mAyOxVq8z96eqKtkslmrGxYkX04pgyBXjNa6i/g4M0iWHvvePE9vr1diln9Wp9fPLJk82eCtrbIwuIMKS+SQ+En8uhc5KPoWFvxPW58Ijf3EzXbnAwSYTLWLaMuH2dENfbazw7DA3R8NUzKkGGUcYoWYZvVSYWNTc3o9ly4/T19QEApk6dCgBYuXIlNmzYgDPOOCPWzoknnogHHngA559/PpYsWYJSqRQrM3fuXCxatAgPPPBARoZniKGjQyZIWxCGwo24vFaVjHJMQxjSgCQhDmnbZPFtWqtttCByaanCRH5z2wGSVjniPAQJXkKc+M4hrvyUtwPLNpemVwSXSk0ol2liqUxmy0pGNc63i2fHfD5ScIptIK7ATBtDPGqbFK0+p+VUFZdyulwu/UHT13GBqlhNW0eXZmJeXTEeyXHAjcDWlRf7iqW3Vrmplsnz7tFlpFEYpl249m3HFXlyGRlx1+gy4ZKE622WoY4YDctwFwXCDoS2SdwAPM/DpZdeiksvvVRbpqWlBVdddRWuuuoq52Nn2PUgrMOHhiYhDGW350OI3IoDSRnTRoLbLMR1+fULE+mOQFkL63AgIr1lAryIiKBW98W2WMuysJxWQSSbusZkp7qlUivK5fh3UvUKlEbO5DhINZa4LGfKEHl2btKPy5QcM6duqx2V0/mD6PNc8hsFV3lRx9Da2rEdtxbBot6TFXTyo2nNyImJNkw3oUG2rEU2bJTMaZItuTxuiNU8bn4z1+YPfsC3mSElqvVg4IqUhEcmVxIyW7gG4bjjKL7CDq+oI/fnlCkUp3bfffV1H3001IZwDgLg6adDlMvmG/jZZwfxla+swz/901pcc82r2L49KUgODwd48MFB7f9YuQzcemt/LC2f93DDDVPQ0eHFLCl9H5g0ycMNN0xFPs8/jN/85mZUKmHieEEAlMshvvWtzbH0QgE48UQ9x5HPA298I5+3++7Axz5GJPZzzwFLl1JI5P/7P95lMkAWVjrr0CAAli9PEmvNzXaLUs6o1uH9w5cJQ2Lupk+npbOTSNF99iFymuuMSj5zbe4gakZQLptJzv5+IsU5tLURScqhtTWZpw2qrvSHQxjCQwgPAYD4gFVNhOsuTqVCNyVHfuXzdF7yAW3xtEUAaw5z5+ot0T2PXiSCDA8C4NZbiRWW2+vpAe69l67t0UcDixYlb8YhjnhQjmVyfTB9uvnDLizQxX2rPvyVCvygjLbWEFOmUFcnT6afKzGUpjAEO5owDrUaNUBFc7Ob0X+GDPPnz0dXV9fI8s1vftNYPgxDXHzxxTj++OOxaNEiABhxQzRL8cQxa9askbwNGzagqakJUxRXJHKZDBkEHn44sgwnxVQTs8iWKTJc07h8da2LCc6BK8tZWldDhKtpcqxKLp6lHK9yiNlW63Lb6dLCsJSIrcjFWtTFX9TVSxsXPI1ShkbXNyukBHSKKQ6c0spmJVIvuCjtqmEf68VY1pv5dFXG1GP8TUpIW1llzRHKtnvVpFRU07nyuuO4PjOmPhDs/z669nVlurutTWbIkCGDFVu2CHVNC8g6vBWRq3RB+AqkJcJVEl3IRmp+5A58fEBMtBTy3BDict4g4p6Y1H05nZMR1XRX+ZJiuJOHkWR877Rypk2OdJEzZei+uTSiO/4FXCfLcdDJkNXKi9XUq7esNlrHb0S/08qJ3L6LDOpCgFvuC528p8tTy9lk0LTyJFdGhipbqnm6uqbyLvkZMuysGKPpULsGzjoLOOUUikm7ZQvFqT7+eDvx0tJiDsVbKOgJ4kolxCc+sRo//OGryOdpRkepFOLii9fihhv2xgknTOIrpsDixU14/vkZ+MEPtuO3vx3AunVDGBrqRktLL3760xmYMmVv7L13e6LeH/+4VftSLZeBP/xhWyL9C18A7r47aSEuLOw/9Sm+vTVrgDe9Cdi2Lc4PPvggEeh//WvSKHfLFvtE7Z6eOJfr++S5fPNmbRVMm2ZuMxW2bYsY+UjzTYTlq6/y/tgLBYotvXYt32ZbW7KTW7faGfveXjJJkxGGdPMODUVspu+Tv+tJk2h2SAPcnVOL4Y6FWPC6WYQHAY1HUYpL6nk09rkcjS89bPF6Nv/5wuJdfZjFub3mNRTLW31oWlvjcbxfflk/cSEMqQ1d0Hv1+nH129vj+319dMNXKnRN99yTrNzll1ZTEx1T1DVNeAhDGmPNS61UsnuIkC+NiqOOAm65ha/veTSUmYv0CY58flQsw9esWYNOaXaFzSr8k5/8JJ566incd999TJPx5zEMw0SaCpcyGXZNyGT40FABYSisUETMcEGIqwQz4OY23dXym4PNXbocT7GA6q3DbW7W5ZjkstV4jtlWrTWFBY58TirSvYPCkK6VgGwlLhSOXJpclnOVrq5ViwB528WIQzUCSbi3VA8m9l1MEcYD1L7oBk6tM5pIc7y0F9VWxqaUdpn4wJHdLtY8kJTlqF65KMOmvNQdh2tDlyeveajvysqOX4K4MMrdlhlGAY22DOdc8mXIMI4QBGQdHrlJL0jbTYjLaWmJcHnh6ou08QzZA5EcI1zIjiINSHpdks/N5C49PYTLdNmCW0aa8Duq23TOTTr3XdIZC6viosgLsCMUj1pZrsjJmLVirGTQWvtuqq/7ERhvAoRuUqQuzSR/pr2OklW4gI0ENxHVroS4jthW09LKuC7yaLW/Y+PttpnQGGcxwzMQxokmYudFa6veLbcO556bww9/WNEKGG9/u69ViH/jGxvwox+9CkC8wIgB2rq1gje84UUsX34gdtuNFHrNzT6OP74NDzywnf0ny+eBN7yBJ8tmz85hzz178cwzjyOX81AuhxgYAK6+egDXXLMad955HI46KrJqC8MQpZKZXB0eTnbihBOAn/+c4nX39QGeFyIMPUyeHOLnPwcOOogfh6uuShLhAO3391P+v/1bPK+z0/5/ynGHs2aRgLgtyeVj992rc0nJIghoEHTYvp1YwSbVugrkPr1SSZrZdnYCBxyQJEptRDjHToYhmSWofaxUiNGUzX1luJBYDh+PqOUwkZIKch/DkGZAqDdSGJL/7q4u/eyWfN5OiMvnHgTktuCll6ie59HN1dFBN5fv0/5uu8XrvfSSmS3u66OJC2rAe4Da4/6W5P6JWSOVCsUQ7+6OxmjdOjrPQw8lE+tikfZbW5Ou8E2oVLT3QXu7/XZsV+beiNNpbiaj+KefprkgcjueR5boJ59sbjtDBoHOzs4YGW7CRRddhBtvvBH33HMP5s2bN5I+e4e3hA0bNmDOnDkj6Zs2bRqxFp89ezaKxSJ6enpi1uGbNm3CcccdV49TybCT4eGHgSOOiH6Kt21rR9y9pKxkHEKSjNER4pDSXQhxOJTREeIiPqUc31wFR4SrLodN20OIrJpkV+nCVaW6zbmxDBC5UZcVoEIWkNOA5HWIIBPiqmKDkx1tRrZi3+TOUnWb7moozBLiKkxKTFPHXdBIa3GdVqqW+mr6eNMquTCtaa2z1H3OGkdVXloseEzKP5OFmjitahZ5SLjjyelqGV1dsUQu0uV3AS//jufbJ0OGDDs3enuBGTN8bN7cicgSuh08IS4slF1J8PHiDr1WBIjGQXabLuRc1UW6kDtl4twkV7qMpzkUDwcXGVNWDwkZUpYrde7STS7UdUi4TBedtE28lNPSoBGkFNc3Lt9Wn9sfzwKAiWlN04a6za11EypdLcKlSZbVyoeuMqlOPhXPlE1e5dJc5Vbu8pgeJV17GTLs7MimEIxDfPazObS1Jbkh3yfe7ZJL+A/M0FCA731vE0scBQGRzT/4wZZY+pe/PIPlqQSP9dnPTmePtXHjED7ykSd2zGSPDlguhxgcrODd714Si0XgeR5e85pW7aSVXA449ljGnziAc84B/vKXQey551oMD6/G8PByvPLKElx00TN44AGGgQbF99YZo1YqlK/iyCP1nJ3nkWX/jBnJPN8nMm7jRmDDBrIwX7uWuGmd4W1Vxn2Dg3ZWkHMpEIZkyVsuE/vX0UHLHntEJKYKlV3k2uQYSB1ZXy7r42eLG1sHz4sLSbaA66KMri0b5DJDQ2ar5v5+/bE4K30ZXV3ReYUhxfx+7rmIQA9DuqlWraIJC0cdRcS0+mIQwbZN0JlO+z5w7LHUpnzewsf80UdHkytWrIh8MMrXoFwGnniC2ujsJE8D6oSCGjB7tnm+REtL5OV/xQrg2muB//gPWq65BnjhBeDDHwZOPZUM2QHi6o8/HvjEJ/gwBhkmGMRsy0YtKazOwzDEJz/5Sfz+97/HnXfeib322iuWv9dee2H27Nm4/fbbR9KKxSLuvvvuEaL7yCOPRKFQiJVZv349nnnmmYwMz2BESwt93gsFH+TeUliFtyJymQ6ks2yW01X35hx07tJ1axmcO3fVYgjKNpdmKivcXFYQd2Gpc4NuclXJua2U+1uStotSWtJlOqcwURcTEZjGzaWrwoMrJ7a17i0FdOTnzg5XhadJezXacL1GutkXrpY6Ka17AoOaQkdEq2nVLlw7avu6Y6n9S8LwX6E5B1v+eLiNdhoIy/BxIFNmyDBWiOa3C6vwFkRehsQiT4JMS4TLctFEJMJV6GREncyoulk3yZVcXiClxcfW5DJdJzvaZMy0MqVrvkBMpuTW6raclkbGbLQ8qvtgj8Zx6gXdOJvyqz2OKxGuO7bt+msIcYCX5dQ8m3xoa0dtS+zr8m3ypw66MqZ+6+qJMtdfbz9uBkc0WleZeY6sCruQdmLiYO+9fdx7bxM++MESHnssIpLmzw/w7ncPY82aIhYunAQ1Nvezzw6hr0//g12pAH/72zZ89atR2utfPwnXXLMbLrhgHYaGQuRy9PJrb/fw/e/PwKGHtrJt/fzna1Gp8CRXpQK8+OJ23HtvN044IXK//fnPz8Db3rZaW+dzn+PJw7VrizjllOfQ11eJ8ZLPPTeEU09dhgcfPBCHHRZntExu5nX5++1H3PCTT8bTPY/eX297G9/Wpk3AH/5ARLrM+738MpHjb3pT8r/X5vaZjXftQipybP7GjRGJ6fvRVM2BAbLs3W23ZJ2WFiI2t27lj1MoJGN/68oKDAzoLYCbm6nvKvHs+0lytRa4WLzLsMXUrlRo4YSwKVNoAkB/fzIvl4uP+4YNdJ24/lYqFPT+2GP5PkybRnVNEwBka9atW4Fnn6UbtFKhGR6HHUZTwNeto3ZmzQIWLIisyUslc/Bu4XVAjT0gjp8SYUgcv5gnccghxLeLPIFcjrrueZR/223JsO033QScdBKFrDjlFLrNMk8yGRqFCy+8ENdffz1uuOEGTJo0aSTGd1dXF1pbW+F5Hj796U/j8ssvx3777Yf99tsPl19+Odra2vCe97xnpOyHP/xhfOYzn8G0adMwdepUfPazn8XBBx+M0047bSxPL8M4xmOPUXQNocTq7W1BGHJkrFDCqZbf0KSJdM5CXJS1uUA3uVVXrcNbECn4ZHCkNpdnsx4XEES3sBQPpG2ur/IiW/PoFL3urj/J2UwO5XJkrWCzqpFdWQJ6XZHOIly1DtdZCamKEtm6YMS9pWxqoG6LBlQ5SU63aXrGE5nOabHGCi5jV0s5E3mtq69OglAVkLZtpXxaRbyswBf1xbpa5b7attwvXR/VY0fp+ncB5yrdhBiRsDNwSRkyZBhXWLeOfu3Xrp2MMBQErIiFPYTI246PeAxrF6vmnfGlJccVF5MFdPKkKls2SW0AerlShuwNkrcQB8zyJMMRjtSRXalzVuFpZUr1uEn5UpIpZRlSJ2OqDcrQyTK2TtUDaeXC8SRXVgNXGVOtY9rm1py8KNczEN9iv1FW4TZ5NM0CuKVxZUxDzf12yXliqeZyZsgwETGOtAsZZBxyiI8lS5rx9NMBbrhhO/7939fj5Ze344orgCuuAGbNyuOnP52P178+Irlcvt+FQpKYOu+8KTjnnE789Kev4sc/XoWnn96I/v5efOQjIf73f6fhyiuPwmtfOzNW58UXB5DLeQgCPbn44osDMTL8rW/txDe/OQtf+tJG+H5ECAcB8K1vzcLZZ/PuZ6+8ckOCCAeoXqkU4qtffQV/+MN+sbwDDiC+j1MO+D6wcGEy3fOAd78bmDMHuPNOmhEbhmRNeu65wPz5/Hnef3+SCAdof9068mK9337Jep4XEX7i2gleleUPbcHmgaSL9FIpIsI59PWRBTNnHb7nnmRqOzgYT8/ngX33TTKKpZK9f+VynAwPQxpo1Z14Pq+PxV0NbNbk7OwDuE1AUMtUKkQsDwzQuObzcZ/9U6YAc+fGx3w1P0lkpP3Nm+N/GjL235/Icg6eRy7yW3dMatmyhRjjSiXq94YNRGQvXkwzNzhs22YfC5MLf1v8gR33hDhVEZIcoGGaNYvmAqxeTfMLPI9imYkwBMPD9MyKNlTccw9w0EHkzCAjwndCpJ0V3kBcffXVAICTTjopln7NNdfgvPPOAwB8/vOfx+DgIC644AL09PTg6KOPxm233YZJwnUBgCuvvBL5fB7vfOc7MTg4iFNPPRXXXnstcplFUQYDenvj8cMHB4VleIlZC6HKJWa4Lk1OtxHiHHTu0oVbSV29NES4DaKtIiJSXO4bE3pmpH2dO3cB4fZSdZfJoQkyGa6biyeUFLKLcx1BJysy5XLqNrcvH08txxLicue4DpsadikzHlCtdmg8aJV0CmSunKxwluuq29y+SNOlq2U0Ck6hsBRddlUcCriS1WkVlGo97tgijVsTXN9N4+PW2eXQ6JjhmRyXYQKhv5/sH3p6hHW4HEdcdQ2+KxPhKuTJqJxXJt17QMiJYlyFzCjkSZPcKcucFYRhfJKlkBtl+VImtlUiTxc/nPuuceSaDRzHHZtkaWLmbIzdeJMfq4VJcNeljQXSyJhp8zjZUd23LYi65yI76spUQ07XQoS7tiHKcEOnezZFniryj5dbaqdCo3WVmYK7KuwkX4mdF+XyEC677KWEFfamTWWcffZKPPTQfjjySLKKPuigVsydW8C6dTwp6XnA2Wd3sXm+H+Dqqx/E8uVbYwT3kiWv4uSTb8M997wexxwT+QifNavZOgt99uwkwfqFL8zAP/xDJz73uZfwt7+9it7erQA24Xe/68JBBx2JN74xaVn6q191G12e33hjL0qlYIdbUMLHPgZ86lN8nSAAzj+fz+vuBr7/ffJM3dRE7QcBcPPNwP/8D1mOy9i2zWww63nAsmVJMjwMyZX65s20n8tFhPrs2cSVJtDURASxjnT2vKTPZy6QuYpt25JkeBBEJHqhQPuFAlkhz5jBv3Dzeb07bgFVATA0xJ+PIM2rJcLTxkDXoVBIJ9QNDdHsB7VOUxNNLmhu5sfOZoEOEOOrkuFitsbxxwP33Zd0OTBlSmRRHoZURibCRToAPPoozfiQCLkRpHUvryKX009I8LyRMVm7lkK0yxgeJhJ83jzgwAP55pcvN1+mIACef55CIWTI0EiEDu8az/Nw6aWX4tJLL9WWaWlpwVVXXYWrrrqqjr3LsLNj+XKyDo/IcEF8FxF3bSliFgqkJcTTWH6rdW3kueifCk7odCHCXZSuwppH9Ee0YSKvAb0yMwc6H9MkwWRdOYa4qpiUFZQiX1ZQykoNQK+4EZC301gB6Ax2Eo2kNS3g6u9KGC3tk4vC0oUI50hxnZJS1zZXjrHcUaG7x6shu+Vy3HHSKi11z2AS8ruGPz8OUcxxFZkiLEOGDPVHdzdNPu/paQdZhcsheARhix3rIWREuAwhWwqocrFtQqWYRFmBXZ7ky5RKTRDfBx3xzcmZchnA/G2TxTcdIadCJy7GJlmaLMTlhkdDflIZw3q2O57acUXaSQouEyTVbReZ06Wf0iRLwE1WlNN1ZaopW4tcqZNVRRldOjfphNuX29nVfsEy7JrIbvNxjm99axPCMEwQz0LffsUVm/Cb3+wJAMjlPFx66Rx87GNJK9NcDpgxI48PfnBaIg8Arr32RTz/fF+CqwoCwPNCfOELj+Guu14/kv6+983HV7+6nG3L84Dp05tw2mlMgG0Av/3tc/jDH/4e484eeWQTzjrrFlx77Un4wAf2j5UfHDQLzUEAFIthzHD63HPJZei119K5k3fuEJWKhw98AHjXu/i2/vmfgTVraFvmdQcHgQsvJKNamW9WDZpVkOvLZHp3d0SEA4iR/Rs2kCGv8FA9As8jInrjRqBSQQjAU/NUorUa1+phSOyj8CWfy0Ukdk8PTQ/mLMk7Osz+6Vta4l/WSsVsTT48TCSySrKKfVeCu5aY1a2t/AWU8+X+cEQ4QOf5yitkUc+hvZ3cl5tcnbdKIQv6+4Gnn6bjVSpU/5BD6KbdsoXGbe+9aRFjvmWL2ZW95wEvvkh+x1WI+OYmQVuOkT48TPeCuL7NzdR/8TAK5HIQbiIGB5NEuIz16+nW4+YSbN9uDj3g+/bQCRkmMMaRZXiGDGONhx+mzwEptHwMDrYgUpLJ8bJVxZmOwIaS7kqIw6EMR4iLGOdDALhvFjc7shYiXIZKigvX6aJdVbkrW41XmLXOtaVA0upcJsTTQlV0AknFpoDOxaULVL0k6y6dK2hT1o3n97iJleX2R1sxmRbVkuImMpux8LbuK4usrBRrVUnPrU1KRVMZzq16GteWch/V/qrnQUS2/D5Ivsvcflni9cKwuvdFBg0yy/AMGWJYuxaYM8fH+vVTQLJZUVoLl+klAAOIrJd3ZRJchZC7hVzJuUrnQuxwlvY66PNkQtwFahieal2mC7iIQ86EuFpY7LseyNSB0YaLXFmPNl3B6fps4+5KfJvKmGRNnfwol3dY0rpHl+VATibU5dcajgdwI8N1dW1Dzl0+ro2bb7a3lyEFRMzwRiGLGV4VsmnE4xw33rjVONPnppviisKPfnQ6vvvd3dDaKj8QJcybN4TvfncKOjr4S37ddS9p+1CphLj77o3YtCkiBffZpx1f/vICAPFnTxjz/u//Hhqz1BZYv34Al1zyMID4D7/gYz/5yfsxMBAnSBcvbtf+N3oesM8+zWhr8xPp3/oWcNVVRcyePYByeQDbt/di2rS1OPjgHgBJbcOLLwKPPALWCj0IiEdUPwwdHWavFJ7HkNqgOOMm6PLDXB7FaXNQbJ+CoNCCSqEZlY4uhHPm8ppMF+1mqxIXvrdXzxwGgb5z7e1Jy3QBmiERT3P5aru4XueOlfaDoNM+5fO8pTRAVuMdHdF+X5/5nLZv14/rnnuaifA5cyIX+Nu2AX/+M/DCC9HNOjBAcQGGh4GzzwbOPJNifssf3YEBfd8EuPjmAN3ke+2l719bG/ktB+gc+/ri1254mO6rSoXOQyyS9X9vr7lrlYq+e1OmmBWIQcA/hxkyZMiwM0JYhnd0AJ6nWoS3IHJFrgpXJktnbt/0G6GWyVnWMuT+AmZFYL2IcBli0oBQ6IpYmCVmW6zF5IKKppyuXlE5VgVhGNSkTHFRtgD2fJcyYjuQ7wWTkouzIB7vqFU5We92ONisbtLWM1nkmOrr6pqIcKWeSiSLbRPRXOuzoGvH1L6pju48IthcpXOuhrl3oLvL9QyOEGR4o5aMDM8wwRAEJFO2thYAtAPoQCRLClnNh95d+q5MhAvIcqUsN3IypknW5MrIE1z5+iYyT00bGnIj9YDqyDzdt1fepxFT/jFscslEkitrQSNlyUbDJF/q5EVdWZdlB9L8A6n3LVfWlt+IxdRvgCZcqoupvO42msi317iFIMMbtWRu0qtCNmrjHDr34ALlcphwy3rxxbOwYcMh+NGPdsNRR22G7z+Hl19ehve+9w7Mm/drXHvtikQ7vb1F62z0rVvjxORll+2Pa689DAsXdoAErXWYMWMtzjmniPnz+Y7/8pcvGo/T31/CjTe+rJzPbO04hCHwmc/MhseQn08+OYiPfOQFPPPMSvT0rMTWra9g+fJefOADr+Cf/inp2/zZZ/X9Aug989xz8bSWFjL21XGvYUixitU0k7ExwHOmZC0ElAMf5dZJGO6aieGuWRhu6cJwOcePa1sbb8UtoBK6gJ2VlONfqx3s6IgsgMWgtLcDu+2WjGdejcV2GBLJWipFX3Ph9luQ4PWYGRUEdBF6euhi5fM0Vk1NdNG7ushMWT6Wi+mxrsy0aXqyuaUFWLQo2n/00SigvYo1ayLXBirUSQ8uZbZuJdJ9+XK6j/bZJ/mxnTwZOOIISjcx1qI9zXW3vetMZfbZh2513aVvaqLQ6mFIVpNf/zrwiU8An/kM8Ic/mLucYQKgkcLlRCNtMmQAeZiRCfHI2lqQ4MLNJfcb4EqIc3m6tUqIm9oQ1uFi4cgfjhiqFxEuw6SYdFFcyv1Uy3AK46h+qRRUZWEA1KZcUeurMClUAkgWlS5k6q76bh1NTVNaQpwjt3XbHMGty9e1LZUzWe4A7op1tYyujusz5FKfKyP3ObIKd7Hu0036sRHjGTJkyNAY9PYKu4Z2xAlxWbbkJjBmRHgcnNwofx90cqVMnKsypF2+DMPSCMmtkt5qWqOJO1c5dAQ28hSasq4YC1nURQ6sRVYcLTkzjZ7ERb60/UO46mekMvKkCpv8ptt2lQerqeMie+raFdCF0NGlm+TqDBl2FeyiWoiJg9e9rh133dXPkkC5HHD88e0sEdzW5uGHP3wYjz32aiwG+MaNQ/jgB+8DAJx3XhTI+ogjpuLFF7ehXOaJqkmT8pg3rz2W5nkePvCB3dHe3of3vvdvKJcDbNni4Y9/XIff/vYxvP/9h+MnP3k7crnoA7Rx43bkcl6sTzJ838PGjXHC8Mwzu3D55bvhS196Bfk8vaTF+vzzZ+DjH+fdsX/sY+swOBjExk5YoP/7v3fj3e+ejKOPjiyZbVxhGPJlXvtacnkuu3gWLpuPOoqMelWYXDoD/OQeHf8J0HlVKoxM4HkUB3rVquTXLZejPPX+cfkKkt/5aL9UIvftYoA9j/ILBfpz4mbBu8xgksuEIfVNHYQwjFjSamfby2Mg3ABw7uN9nyzFOdY17fkA5C9/1So6nrgeAwM04aBQoEDZe+8dTSQYGtKT3eI8VqwA9tgjmTdzJk1M0FmIhyGxygCN5+OPkxcA2Q18RwcF3h4aojKTJlGbArbY5xTTgJ2g4eLEQK5WqdCPeS5HcxPe/GbgN7+hQ4hbRMyNePOb6dn42c+Av/6VLkMQ0FD88Y/AvfcC//qvxOtnyJAhw0TH6tXACSfIP7cFyV26rHAT3znVCwvnHl2kV5RtV1focjk4lG1BpNzjvlscEdQIpatQLDbB7r6SI6rU8imOXGrC0FD6ecuu7tKFLC2jGkWILJsnEkwHM6WbDjaa0PWtHgOX5ngybOOqpsljpms/DQmultMpKm37ymJSErq6R+fcVaZR7lfrIl2nuIwPea1W3Rn5PSrI3KRnyJBAdzepJKZMaUFPzxSQXCbI135QPHE5zE1GhOuhTpaUF2E8YvOEJPa5cnJ4nwi6MDxCZBgaom15LSC7Tle3geT3zhR+xyQOijYiMVJxl642IFdSG1LTdZ0ZLzD1tZEspU2OdJXl0xzPtK3Ki/K2SeZkFnmSZRq5USdDmtJ0x0g7wQSwb8v70WRLDrkd3sbi/5Lqb5p8We+5x/lKZnBFo41rMjfpVSGzDB/n+PznZ2qtISsVyudw001r8Pe/b0GlwrOnX/jCoyiXIwH1k59cCB0R7vsezj9/AVpakj9vzz23Ce9+969RKlUQBCHK5WCk3Z///HF885t3xcrvu29X7LgqgiDEvvt2JdK/+MW5WLJkIRYvDtHc3IdyeQOam5fC817CunVJJelzzw3hkUcGtWOXzwPXXBMPUHzssWZCrlIBTjstmd7aCpxyCnGX/f1kSLxtG/Gaixcny3uenXRTXTrLfK8ORhlp5kygs1P4uKL44vvuy5+wasGtwvPiL/MwJNJUJY8BIsm3bOHbKSSF8Rh8P64wCEPzDAJhIc71Nw2GhvhzEcfQEb5dyfs2gc7OaPull4CHHqJJBNu3002zfj1dyFNOoZtt4cL49bCRzWGoJ7s9j2Zu7IjRncDBB0c35tNPR+7w5XEfGACWLCFL9tmz40Q4oB83hzKqob0KcesGAVl3X3MN8OtfA9dfT0upBHzwgxTyfNIkWg4+GDjvPPp5f+YZIsLVLoQh/eD/8pf2rmcYp2i066FMcZlhAuKeeyLrcPrUy9bWshvynLSosKW5ukLnYLMml/srYLKIbKTSVVjjyBbcYkIBZ8mjWvCobizldorSdpJgT2OxU4tlj4C6b0rn6qd2a+mSl6ZMPVGt8lEd0PEEF4VMNdfMpKTkyijpiftmB3RKQi6Pu4/HYlGPTxDvLPkZ52CbXCMQSEuGDBkyNB6rVpGNg+dNAtAJmrTYDiLAWxGXK7N3kxmqjMhZi7u4TJdlUNVSPJnHheHh5MxGxD4W0IlF3HeeRmqHfOAqm8iw/eOnQb3kufHWTlrUIovXQoSr7ThcVxf5UE6z5bvWqddzY3qeymWVCNdNyI7Kq9u6dYYMuwLG0VSoDBzOOGMS/uu/dsP/+3+vIAiAXM5DpRLC84Avf3k6Tj21na3329+uGinLYePGITz00GYcf/wsAMBxx83Ed75zJD772SXI5z2Uy+FI/RNPnIXLLjuMbee//ushADwHGYbAlVfej89//gQ0NdGtdu65++DTn34Ag4PlRB3fB2bNasOZZ85PtFUsVnDxxbfi4YfXjViVDw8DP/rRM7jhhpfw8MPnYt68SSPlX3nF/CYvl4E1a+KWUO3t5Dr5yiuT5X0fOP544NBDk3mbNgFf/GLcmNjziOdcvRq44IIkyTdnDoVV5nhBGod4motHcbbM0FDkmrutLR7Tu1zmSZ6pU83xpSdPjls4b99uZuqHh8kaWCXZRaxpznW45xHzqVps2yDcpaeB7Fo9DKm/JgwP8y4CWluJ7N66la83Y0YknG3dCjz/fHRMGYODxNweeWSyDeEL3BRfXI5xHoZkSb5sGc3UaG+nm3jLFmDtWsqfMoV8+Qs37YODwLp1fPthSNdr40be5UFK63jZ2D+fJ4P2VauSVUSe5xGhvXx5PL+vD7j1VppDcPrptKj4298ii3AVgmB///uT/H6GDBkyTFR0dMjKLn+HdbisIFMtnWXLbwHOSpyz7tZZiMOhDLcGIuvwFsStw8dCyRogsnYS8oxYWyb3ATBPDBBtJcvIljwtLXZuUl7E/DnVUly1EAfsykqT8Y2aFsCHr7Pc4Sx2VCUYp42pRfnGdTpNnTR59UKtmimd9Y6cr7bPKRtN25zFjm3fYrljW1wU9TbFvot1UC0Kf/W5itxU2iy7ZcLcBRWE4WTHshmckVmGZ8jAIghogvmeewIrV05DRMgKK/EBkJzkIhNliE+0tHkekmH6lugtRAVKpSbINnFCXDB9UwV0cqSJVLOJI1w5VWwMUIWF+HiErn82IXysoV5E14sql9ftuxDhjvKkTba0WW67WIO7WIW7Tl7m5Eg1TWzLaXG5Mkl8qyAVuZ94dNR1hgZBGO40ClnM8KqQjdoEwAUXTMeaNQfiiivm4Jxz2rHPPoOoVF7AV796P2bMuAGf+9yT2L49/vbavr2sdUUul5Hxmc8chCVLzsJ55+2DY4+dgbPO2g2/+c2JuO2209Dayj+899yzEiZL7+7uQaxcGVlgd3Y24Re/OAW5nId8PiIt83kPzc05/PrXpyGfT96WP/3pc7jnnlcS51Quh9i8eTu+/OUHY+nz55uFcCLXkhbQ550HfP7zwKRJ0XF8P8Rb3hLiO9/hedaf/CTpVVtwlX/9K/DEE8k6LS3AggVJfritjWIbq16kXfjdRBkR91qHgQGeVO3o0JuuNzeTlbmMYtHeOa5MqUT9K5ejwfN9OkZHR1JZUE2M8SCIxxcn6YHydDHGbcfRsalbt0YmyTI8j8Zs9uwobfVqc6D5jRt5K/CmpogV1tVdsCDavvde4I47iPju6QFeeQV45BHKe897gH/8R+BNb6I/W9Fmd7f5/D0PePVVPs/m69z3R276gQHq1po1tH75ZbpUCxbQrHNhCT57NqU1N9OwqES4jPvv18/L2LDBPJ+iUomHOsgwgZDix6jqJcO4x5577gnP8xLLhRdeCAA477zzEnnHHHPMGPe6sVCtwz2vgKRluLC+tsX1drUc15Wpxoo8J/VPWBqNtbWRLU64bNEjKzI5yx1V6cnHHecseVxJw7SEnoCprAyj/s727tTlm5RmacB12kXbk1YjVK0GqdGaJ5dxU5WQYttGhJv2beUdLHjS3rMu5Vzv8Wr6YD4WFzZB3hbvAd37zcVSPEOGDPVGJlcmsXJlgI4OoLVVWIWLpRU0cVHEEc8IcTcIGbCorHVxwVUPRVyeKm+qnogqCXlRnkTW6EWF6fsstmNII5OMJ0wEttE0tlxZ1xm6ujouRLipPc3xBBEOuMlpadK4PJf61ZQxPz82Ijwua4p/Sfk8BEzPZ4YMOyvG8dcig4zZsws45ZQ8vvKVJ1AsBgCIsNu2rYzvfW8Z/v73V/HXv56EQoGUjIsXT8eNN65BqCH2cjkPhxwyJZF+xBHT8MMfHufcr5YWu6Db0hK/zd761r3w6KNvx/e//xRuu20tcjkPb37znvh//+9g7Lcf72r6Rz96Rtt+uRzi+uuX4eqrTxkh7fffvxnHHNOqdZVeLgMf+lDy/D0PGBwcxJIl25DPF5DPAwMDZaxYEWLRok78wz/Eyb7e3ohb5OD7xEUefnjy+PfeC7z4IhHgTU3RDMu5c5OGxyIEt8kAOyEXuJLUKvMehmThLMh0cklAFsRTpiRJ6mpiVMgW6wAdQzCVpLFP1vF9u6941ZKc+6JXKpGrd+44aQO69/WRe3OZaW1uprFqaSFTY3XM+vvtpPv27Ty5vHgxuSMYHEy2sc8+wG670faKFcALL9C2KCfWq1aR+4GDDkq2X9XMix3I5WgiQ38/n78j3np/f+SFXSAMaShLJTI65w7xwgvmyzM8TMQ6FzJ9yhSaC2AadtmLfYYJhEYT1tVMxMkw6njkkUdQkb4RzzzzDE4//XT8wz/8w0jamWeeiWuuuWZkv8kWFmQngEyGt7QAg4OCAG8FKcxKIEse2a0lZyHukp42fjgHuWzTjr4JQlyNbT5WKIH65yNSRojtHEjhCCRdyvs78kRZUU6k55j26Fjlst16Vp7Zb1K6cNsAbxmge7XKdeQ0sT9ixaM25qppkc0V6o1a2rX1X5c/Ghom0wU0Hd9VsaxTaNoUnob8NFbhJuWhLr2Rikm1vLzPQ34eZA8YYt8FGQnecDTaMjyz4JkwyOTKJMLQH5m4vmZNJ8gafCsiQnwA0UTL8SKzjXeIb4MYryJo/GRdnixDiv2Skidk0wqS8qZIpzrkna/AfttEzHAXYlDe5qxNRR6gF0fU161a1yhXjjaqlR9rkQHluvWUJdOaA+vKu46HbZKli7yppmkI8mrlRl3ZWuRTU3lb37h15BpdJru550J+9uPHk59vef/ZZ5lmMtSORluGZzHDq0JGhk8gXHwxEeGq6/MgAO69dwt+85s1eM97iAX68If3w9e//iSGhysJPX4u5+Gd79wLs2e3oVa8/e0HYcmSpMU2QM/kgQfOxO67T07kHXroNFxzzcnOx1m3bsDIR5RKAXp6htDa2jGS9sMf7objj38J/f3BCIcq3CT/8z9Px+LFSVfXt9wyjI99bBsAYHg4EuArFeBd79qK3XfP4eijowkAPT1mniQIyJpVxb33UshogDhPwQsPDwM33EBGuyp/Kghz7nhqeO2Rg9uglqlUyOq3XKZGO6LxREsL79qttVXvGlwuIx/DZLHe30/xt9WXuo0MV628TWXDMCL51Taam82xuWWCemCAGFYVYhz33psfM3UCAgc1VviKFWRGXakQkZ3L0bGLRRqvAw6IW3jbpJlnn+XJ8GnTzIxzGNIfsNgeGIhYbN+PrOMHByOpramJJgUUCghDvWE5QLfG0BDvid7mwR7QzwE58UQKhc7B94FFizIyPEOGiYwZM2bE9q+44grss88+OPHEE0fSmpubMVv20rEL4J57gOOOk396W1Aq6awM5R9qzj26SFddpru4S+fKwVKmgMhVehHAIMbeMlxAuEznXFsKyKRHdW7SBbkuFJeyeKIqM2S36C6KSzEJk3ObLrfPQSXB1fIj+WojnHbU5SD1hqlPjThGtTApH9MqMW19SkOKu1rucApLDREud0+nPLS5OFfzXd2k6+rZFJ7cduS+EuDfsbr/k3SEeBjOtJTLkCFDLcjkSh5r1wILFwJDQy3YvHk64m7SB3es2xEPb5PBDDkUjypLCqiyN7etQs3LQcjYpRKR6LIsKcuFAq4ypY68A6qbCym2RVv5vIO7dLVSIyA6k6Z8Lfm1tl9PpJU9RR3dvs4iXE5zkCflpahMHk4jN7q4RE/jLt1FprQ9VwAXbkeWJXXviyToX9KP3cLy8TJk2JWQTU2dIHjlle24554t2hjgvg/89KerRvZnz27DH/5wCpqbc/B9b4dlMZFkixdPw9VXH1uXfn30o0dh9uwOcK7NwxC4/PLXw6vDTJW99+6E7+vbaW3NY9q0uBXtokUteOyxffHOd3aguTmE54VoaxvCe95Twec/P5lt5/LLB1juMgxpjP/t3+JC/ZSkcXkMvk+homVs307honVx1rdti4hyGYKfHBggPlTwufk8cauJYXaJScZZOeu+hlu3EuGpoqnJ7B570qR4X2yMZhDwRLaw5uag5oVhde7OAWJhdWMnBltg82Z9+2FIsbk5zJ1r7ltnZzQRYds24Oabicnt7aX9tWvJunvxYuC97wXOPpuswuWboK/PfIxt2/gxaG4G5s/n64iY5DNn0vlt3kwm3sPDkSV+Tw+ld3bSzT9jBrndL9AkkuFhu4G/zrB86lT7ZZWfySAgTj4IaKgOPZSfY9HSQhNQMkxQOP4c1bRkmFAoFou47rrr8KEPfSgmg9x1112YOXMmFixYgI9+9KPYpLqoYDA8PIytW7fGlomGDRvoPdfRIT7XrYisrVsQuUx3dYXOKdfktc4VOgedu3SxFiSx6O94gs59sezmUnV9rrq81LuxjPJoXSoFRuWKgE7BIvLUtaksl67mq22L7UDcB+P9HeqqCdINwmhBN45pxtdkYcO1Z8tTy9lIcynNpghs1NLIY8QtdlRhl9s3uT3XvV8yNBTCMrxRSxYzfEKiXnLlziBTbt9O/+qzZwOFwiQAnQA6ELlMb5GWDOmgypKcC3Q5TydPCtlRLifLmZQmZMl6u0gH9N9cG9Qy6j4rW3Jy0GhNqKxHuVrrNAq1jKtO3lTzbOS4vG9ZxL2RRuYz5dvquiy1PFthGDBypYkIVydfymXi8qN6jhkaCGEZ3qgl8zhUFbJRmyB49VWzy+sgADZtipOMZ545DytXvgOXXXY43vKW3fGud+2FP/zhFNx331no6qqPQnHq1Dbce+/5WLx4t1j69OltuP76c/HmNx9Ql+Ocf/7B2hjouZyHD37wQDQ3Jz/My5dvwO9+dzvK5QcRhg+gv38JfvWrh3DQQf+HF16Ik4Xlcoj77itribpyGbj99jgZPHkycMQR+vdPEACnnhpPW7/eTOh5Hm9svGkTkehr1pCR8LJlFD/5xRc1vK7NTZfnxctUKmaLaICYeK6dqVN5a+fOzmT8cReLdfUihCGZ/AppQuQLEjyfj7Oc1bg1FscQLsxzuahN3yd/9jvcfI+ch8nCHdCzujNnJmdJCJBLhWj/gQeSEwjE+T30kL4PBUsIA3XMymW68VaupP7ttluyTlcX8JrXUD3xJ8yhXKbY40xMdhsRDuhvkf331+uQPI8M5qdPpzkD114LfOxjwPnnAxdcAPzmN7T/jndEt2QuBxxzDPDVr9rnJ2TIkGHi4I9//CN6e3tx3nnnjaS94Q1vwC9+8Qvceeed+O53v4tHHnkEp5xyCoYtE7S++c1voqura2SZr5ssNI7x0ktxV+kUUkeNGa7GDpeRhhA3oZr44Wqc8/EEWdEYVzAmlZNyPEg5FqSe/OYWFyWLgIvyR4ZO8aNrj6urbmsJcZsSc2dFozVOaZWUaa6LTolZBbkeKO8ZV8W6XNalXqMX8fyZFZayxw1ZOQkpzUZ6Z6R4hgxjiXrJlTuDTAkAK1YEaGkRzuI6dyxy7PCmHfsZ0kGVKzlSWyW31W+DSqCr36JoX8QRTkvaAbyMKKebytnaVttUt0cwlrKkSZ7jTiZtG2MFl3E0GQvo8kxpaSZaao4nexsScL2H0+SNxqKXKYG4HKnzOqSWjdLl2OHyeS5frh/iDBl2RuxC2oeJjT32aEOh4KFU4km+fN7DQQclffzOnt2GSy45tKF923vvqXjwwU/gqafW47nnNmPKlFacfPLeKBTqN/P5Xe/aH3/840v4zW9WjLg6BwDf97DffpPxta8lLd17e4fx9rffjlIpiHGjQQBs2TKEd77zdixZ8vbY7F5buGjOyP3DHwb++Z+j8NpyO8cfDxx5ZDVnHMf27WQMzGFwUBMn2fPM8Zvb293digtwluH9/WRlLAjkMCShZNo0npB1mbkklwnDpH948vESzd5XL0xabwRhSOfBnV9LCxHh1UC9mejmIz/hIpb4li2R1DVtGrBgQWTe3Ntr9ikO0GyIgw9Opu+3H/DMM/wN7XnAvvtG47RyJblNl++B9nYyp96+ndqYMiXuvn7bNnO/+vvpD1m53i6h1NQ5Gq++Sl2YOhU44wzg1luTxv9tbcDpp9OQXXoprcXzuH07cMstNBxf/jIZ0g8N0e25K+ngd1rYfpJqRRYzfMLhxz/+Md7whjdgrjTL5dxzzx3ZXrRoERYvXow99tgDf/7zn3HOOedo2/riF7+Iiy++eGR/69atE1J5uWoVMG9epOzq6WkFT9SKtToriXObrkurIH38cDVdbku4Shdxzi0T90YVQklpAidf6VyoyzEh1bzciFtLgF57QoEpkM+nd5fOreVXqouuTvSF22YLmRoYj+D6llprO0pQv4euF1C3zykm5W2XfcVyhyOUXUhnF5eVqpWbi+v0NH2RlZUEVekoP+9yGY4IV8ubENULQ2bCaob6wOSJrB7ILMMnJOolV+4sMmUY+pg5k9QJ/f2TsW1bEUA/opA2gpDdiix2eFqociUnd7uE4TG5Uo9ijpfLLbFvIBCJZNw3UsiZsoyphtvhZEpZFDG9Yrly5XLURj5viB/OHaiR8lgtbdciV7oe17VctfK5K3GubtvkSnnbIlNycqWLPOciC9rWrttc+0C05uVKm0zJrV2Qix1zvP9+7RRotK4yixleFTIaYIKgq6sJ733vHvj5z19mXaWXyyE+8Yl9x6BnEQ45ZA4OOWROQ9r2fQ+//OWZeP3rd8cVV/wdq1Ztg+eVMX9+Gf/0T4swaVLyVr7uuhUYHCyzPEa5HOLxx1/FkiVbsHgxWejm8x5OOqmAe+4psbxwPg+88Y1JJm/OHOBrXwOuvBJ4+eXIGPbUU8kqVX03zZ2LGKGvIgyTXqpN3rgBMsKdNy/5fx3km1Bp7YQ3PIhcsOMrVyjAa21JvpDTktQAWYrL7r3EyQcBdWrGjGQdW0xuQXALlEp6Mkq45lZJd9EPE4klD9bQEE+Ei7x8PsniCv/apnNpl2ZEDw0Bjz9OsxfkvrW1kSV4R0fyGC6u03Sk9KJFRJQPDsbHQXgEOOQQ2l+7lg+mvX07sGQJcMopvNW/brxklMuJcyoUyBP94KC+2qRJ1OWlS4Enn4wM4/N5CnN+7rnE3a9bR5dxn30odllzM1mEy0S4QBAAq1cDf/0r8MY38jHJM2TIMPHx8ssv44477sDvf/97Y7k5c+Zgjz32wIoVK4zlmpub0cy9AycY1q0DTjghbh1eKsmW4SVpLb6PrvG50xLdatxxW5tyPwsYX2Q4kFRcCiVjFJvRbv0typUQHz95TXki3psQT1Qli6w85MhwkScrFrm1Dtz/vHpcuUxMaTnRtC716OtYn2/aC2oiwuVtl311gf6e5PK4sq5kdS11bEtksQNmrVp9Q7Ove7+6vnczZMgwGqinXLmzyJRA9D6cPRvYtm0KgB4Q+d2xYy2sxDMyPD3EN0bIg0XEJ0vKnpRkebOIpDypyt4VqZy/w1I0SSZyiypOqOk2mVKWE3XgJmMaeSQXGWes5bDRQD3PsR6TCkyyJZdmsvI3EOECoyH71XMR/RPrpFxpkylNhLjuf5v2y2Vf+8+WIcOuguy2n0D47ncPxcMPd+O554ggIwNcD+VyiEsvPQivfe30Me5hY+H7HpYufRQvvHAz8nkfpVKAVas8nH/+I/jlL+/CLbd8GS0tEfG2dGkPcjkaHx2WLu0eIcMB4Mtfbsdpp/UmyglC+3OfS1oI9/RQvOHnn6d9YSB9551E4v3TP8XLt7YSocfxj55Hxrd77RVPNxGH4pjDw3ED5kpFkIh5oGlSrHyzx8whzeeJqTSRnPIBRIBzHSoV6rhMCAM0OCYSWbZYFxbgJpTLvAV6Pq8/l1wuIumF5bkJQ0O8SfP06XqTfYAsvcUxnn46upAyOV0qkc/7Y45J1nf5WZb7FQTEeKxeTeO/cCFZnq9ZEx1z/nxydd7RQWnixlURhtS3l18ma3UVuZydEJcmHIhL6Xk0bOvX85d25ky6dI8/TouMcpnI8cFB8rqgIgiA++4zTzS56y4iwzPsRBBxeBoFl9AOGcYNrrnmGsycORNnnXWWsdyrr76KNWvWYM6cxkziG49YtYrev4IQL5VkEryIyBW5+AkXZLYMzhpcpJsIcQ6upLkgwX1ErtzH23OpKi7jysa4Fb4vrWWFpS/VFW0VlTYrCEM9IS5b9QBmRaZJaelqtSOgU6qwbelY9zTKttHQ3oyW8nQ0jqPTQKclwl1JcO74+bh79HopEtPm6RZXq/C460pIa9ViB8q+us7B/h5LY+2ToS5QJ2XXG5ll+IRDJlfy6O4mI4899wS2bCmgp0e4S+8FEeIDIELc4k0ugwaynkUmvTkZUZY35UmUnDyalLNdyXCdLCmncTIl4CZfytDJk2LtbB2uSxtLjKe+uMJ1DF1Jb1crccsirMIFXGVCkaarU8uikydVS3Bx/KRLdICXKU1kODTlckp6tD8Rb8MJiUbrKrOY4VUhI8MnEKZObcbDD5+Gn/xkJX72s1Xo6SnikEMm45Of3BennDJrrLvXcPzpT4/iyitvAgCUy/RxEHHE77nnWXz967/F17/+npHykyfb/TFPnhwnG085pQnXXdeJj31sKwYGAN8PEQQeuro8XHddJw4/PEm6/su/UIwNmd8UluVf+xrwuteRt2kZxx1HPKLKQ06fDrzhDcn3mct/s1xGkOM6DA8TKZ/wqNHZqXfL3dRE2nOBUslOEg0NJcnwIKAD53K0LQZOmAyn/VCo1t9hSBeANFZ0LDGg4riqG3abG2TOVUAY0nhMm5YcM8+jv0MxeaCvTz9xIAyJ3e3ujshzgRkzzGbUYRjNnCgWgTvuIPJbnkyQzwOnnUbkd2tr/BoODNjjnq9fz5PhnZ3mSQRtbUAuNzJnYmAgGuZ8nu71UonSg4C61dlJt9nQEJHeOixfTp7hu7ri6cPDNAwmuBjbZ8iQYWIiCAJcc801+MAHPoC89C3p7+/HpZdeire//e2YM2cOVq1ahS996UuYPn063va2t41hj0cXq1eTdXj0E+5jcLAFcatleWa6IGwBnhRPQ4hDk+dKiLcgcpPeClKyjjcIxaUcC91kxVNiysllRVtyG3HrcFm5AkS6KtWFpVpWzgP0a9GmC2TFZVL5qVFaVouxJsLV/LQapXpooNKaW8nlTOku1uCqVY5pv6UlprCshYy2uaNM68rSpLDUk+BA/J0J8EpJTkGpTppxQUaIZ8gwVsjkSjPWrSO91r77Ao8+OgdhWALJZ8UdywDIbXpGiFcHTq6U11yaLk+WJSvSvr/DNqQQkyGBOMHtQjLK5UWe3I6cZoOJCGcLu8g/44H90/WhVrmyVrhMUE0re6eZYFkDEe5CQuvSal3bZEqTbKsnwW0ypYuXIQ40GUZMqhbo7k7RRIYMOwkyMnyCob09j4su2g8XXbTfWHdl1HHVVbcgl/NRqSRf+EEQ4r//+1Zceum5yOdJ6HvXu/bFFVc8oW2vs7OAM86Yl0g/7TQPxxzzEv761wBBUAAwjEplG156aX8Ae8fK9vUBv/kNz5UCxLv+5CdJMnz7duCJJ4DnngMmTyZudniYZtaq3DFAsZJNRthtbXEjYpfw35UKI880NVFs6G3bIuHH8+gAnZ1x9ryaOLrlchRfXIbv04lXM6tJ7VOxGB+AMIwI+JaW6uKLq2W2bSPSWVhGFwp0AZqaaOnqis9OsDGwnkc3k0qG+z7dPPfey9fba6+ozoMPRqS8PL7lMtV/xzvcAnar0F3n9nY9Ue/7wLRpCEMSrtSJGeUyuTIXYchVrF5tnmfheRTm/LDD4unNzdStAQ1H4nk0vyDDTgadJVq9kFmGTxjccccdWL16NT70oQ/F0nO5HJ5++mn87Gc/Q29vL+bMmYOTTz4Zv/71rzFp0iRNazsnnnmGlJYtLTRHamiogDAsIIrLLdYyMQ3orcR1hDgHHdGtI8RlCOtwsYxH63AgbuktW3+r1jk6t5bqmiPgSJEBxRoCsJOJnMW4zjocqE4Xph5HbGuteNTGXRWAWq3oKGOsFZi1IK1luNh22VfSOSW6nM6VsSneG7GYiXD5WTS5Sodm3wS3smG4l71QhuqRWYZnkJDJlXasWkXR2WbPBtavnwKyDt8KoH3H0oGMDK8F8vdGyMqcfKkuupA7aj61LXsdcl04shzQy5ZyngtkWVRNT20dvrNAFaBqQSPHyYUI1+Wn+AaPtoxYqzzJy5Xq5EqXCZamkDxA0vuQ2M+NjNN4+IXaJdBoy/AsZnhVyG7/DBMGzzyzmiXCBXp6+tHd3Y+ZM4ldO/TQafjQh/bHNdcsY/m873znWLS2xh+B4eEKTj75fixfPgAgqrRtG/CpTz2DQsHHxz++50j66tVmT9GVChHeMspl4FvfIu/aQQBs3Bjl/epX9A9+5pnxOlOmUNxwnRHvvHnxfReeOlEmCIi1DEPSkAur7VyONyPnXJOrkMlXYSLMdS4IgP5+ItxleJ5dSJM/LEGgnwkg3H6rhLDn2d3DyzMNtm4FNmxIti18lU6ZkhwrG8kfhklr9U2bgFdeoXPfbz8i33t6KL+lhVygL1xI+wMD5M5ch3KZ4ocfcEA8va2NxkNnTq2yx4ODRNoXi9EEhuZmuq5i3Ds6aAwKBRSHzR4K+vr4+Qk2mdzz+Mvl+xTi/M9/5vnLMAROPZW2//53msiyciXNJ3jLW4AzznC7rTNkyDA+ccYZZyBkvjGtra249dZbx6BH4w/d3fSuk3/Ie3paQT/IJUSErfiWyhOeXN2my2mult9cORkVRJbhQxi/1uEifrjOUkd1awnErb/FvpqetCwfGvJZ62+bYgZIWo3biHDVQoeDTlmpbsca17HtY6XEdDlumr7VU2kJuMvELsfSKSK5PJ3y0tGSR2cV7mLdzZWX19Va7bhYhwM6hSWnrHRVVOpI78wCPEOG8YZMrrRj3TrgiCNILTE0NAk9PXNAcoqwEh8CkePjUWabCBByJZCUBdU0eQ3wFuVyvThRnpYM5whInXU4J1sK6GTMnc46XHdsNd22XwvSjEHa8eIujEl+VPNTWIcH8BPym83DUL2swV29D3F90suUAC9bAsl/b9eJlzIBLv9r0zMvP6cZMuxqyMjwDBMG06Z1YP36Hm1+Luejo6MllvaDH5yAvfbqxHe+8wT6+kjwmzIlh0svPRIf/egBiTZ++9v1ePbZfu0x/vVfn8eHP7w7CgV/R1vmPu8wkI3h8ceJRNfhj38kQk/mbH2fLLlWrCBCXJCHbW1EhHd0mPthhfCrLv/syeTs8DCRnjJrKchQkxmuHGO8WDSz9OUyEarqjPlCgdK5uursfVsM63KZ2lPZ19ZWfV3fj8hwQVLr0N9PEk9razxdvQk4CNK5XCYr782bqZ/ivHM5CpQ9bRq1L18fnWt7Ac8jMl2FuLGefVZfb889abunJyLjBYpFGs/ddqO2PC82trZY90HAz0+YOtVeTx7SgQGyNO/sBN70JgrP/vLL0dCJYTz8cBrC730PuPZaGtJKheYJPPQQ8Ic/AP/1X26h2jOMI2SW4RkypMJtt5FbSxE7vFDwUSoJi+umHYsgxkU8cQGdRbaL23QdIe6CHCKr8CYQST9ercOF4lKQ2SoBLqfLluTyGOmtwmXrcJviUkBWUsr7nEIT4Elxl9csV05Oc7IOd4Vrx9J0Pi3GqxaJO1+dhjmtdThj9W2yDpfjOZqU6HIXdeVHcyGFJaAnwlWFZRplpct7LyPHxwSZZXiGDKnxzDMUlW32bKCnZwoobngnIuvwdmRkeC2QPQ6p3oVkq2+ddyGd1Xh8XS4XUn8rbR6HBOR0wI0AV+tyaXWVKxsJVyJ8LGGaqWDqp4kEd9m2eRjSTLAU3eJkStu/UT3lRRP5nZQrbZMrOZmSkwdNMqX8fy1vi3cF9UV2lZ6hgWi0rjKLGV4VMjI8w4TB+99/Er7whetG4oTLyOV8vO1tr0FbW3MiffLkbmzdej98vxW+H6Kvbwif/vQDGBx8O/75n8+Klb/hhg3wfT33sXlzEQ8/3IPXvpaYuHnzgNe8Bnj0Ub5OEADvelc87bHHYDzG9u1Eeh90UJQ2NEThoLu76R9a8MNNTRSaWkU+b+eFY+9jOXY3hyCgRf2B7+ykL7tq/ut5xGjK5V0EvXI5GfxcWBzLxLCwGM/n07tuF3HE5XMrl2kwy+X4hSkU4u7bt2+3E2PbtiXJ8NZWulDr1vF1Zs6M/OM/9RQR4er5VCp087z+9ckPnsvHVb12Q0Nk5T55MhHeq1YlY40fdRT1a2goSYQLlEpExs+alchy4RC5MrNmUbf6+pKX1POIrN5jD3oerr8+ev48j2amf+xjRIjffTeR5DNmkEX4614H3HcfEeFAdGuJPjz6KPCjHwEXXmjvd4YMGTJMZAgiXCylkkyCCwKcc5cOuMURt1l+c/VspLnooyDEh5i2xgtkJYdMgPvg3ajrFJvyWrQrL3EyHDCT4CJNp7zUldEpMNXjaS3B06Le1ju6zqv5ru1Um9+oui5wuSA2JSVHnBtIcdUiXKBapWSasrUuSdKbIxVEuoCN8HZN4zBe33U7GRpNhmdKyww7IYpFMuaYNw9Yu7YF27ZNBlmDyy7TW0ByW4bqoE6u5MjtuHyon2TJLf4IQebyvVXzVblStRBXCXJXOTGVPMnN5Bxr1NqHtPUbdc42k35duk6u1OWbiEPG0xDgLiemKetCfKdZzES4TFbLEzFlpJEf1QnnstwRjOSHYYAwzGSShiNzkz4ukZHhGSYMzj//DPzkJ3dixYr1MXfpuZyPtrZmXHbZuxN1br99KS666BcAgDAciBFvX/jCb7FgwWy87W1HjqQNDVWsBN7wcLzAN74BnHUWEWuyh27fJ6L8LW+J1y+V7JytKmfcc0/ERcrHKZeJJH/rW+P/1jbP3wnjaFfWUiWqhelvUxN1SlhRd3TUJ/730BA/WIUC/0GRCXOXYwwP85btgh1Qz6EadjcI6OJ1dJA5c3d3nNSfMwdYsID2i0Wzu/MgINJadXc+c6b5gochsPvutF0qEVMsu3ovFKhNYao9aRJZe4sxtsU8HxhgrfrT6l37+si4vrWVfqj/8pdkaIBCgVz8DgwAX/0q1RFDHobkeWH5cuCyy4A3vCF5vF/9KrIIVxEElH/++Y2VVzLUGZlleIYMqXHnncAJJ8g/9j4GB1sQkbfcD7n64rS5TdcR4jDk2QjxFkTu0ouI3D2ON8huLYG4i0rZqke2ClcVm5xVedyavFTKIZ83K4bURVZQytuc0tK0LeD6+hXHG7HikTWjnPLOVZFp0pSq9eUT0ZVxacfUtmt912ObUKuy10UxyZVVFZYa6500ikVXN5QuLs+rdZnuprBUyXEg+W5Mo7R0lTEqCMNFjmUzZMiQYXRx113A2WeTu/QnnpiDUqkEoB9EgAt36evHsosTHJzXIUhrziU655VInYQpT8YsolxuGfkucjKiTd7kZExO3NPJkyYZU21rXKNesqUuT7ddK0xyZbWTKuVtboKlo1ypC7njSlanDbVjsvh2dZkeyZXyv7WOBOdkShPhbYN4F8j/82p4s4wMz7BrIrvzM0wYdHa24b77voH3v/8kNDXRR9LzgNNPPwQPPng5DjhgXqLOv/3bLcjl+Nvc9z18+9s3x9KOPXaqkcNtavJw2GFdsbQjjwT+9KcQCxZEH6R8PsS73lXBb3+bjEG8776msyT+VXimBohH3bCB53jDkMjDtWuTeblcZNAdP4c6xEUOQyJIh4boIvg+NZrL0RefI49UX9gc5I6pbttlFIv8MWwCmnDlDRDpq3PxPjTEs6Uu5yCX6e6m4NRLlwIvvUTMbVMTXeBFi4DXvpb+GMVNx5lCq+juTqbl88Chh/LlPQ+YPp0s04OA+iMHqgdoLFasILf2ixaR2bU8ljY3AwArNMte8jk0N9NhenuBP/0J+N3vgFtvpVABf/sbETXHHEOzzHfbDVi8GHjHO+h0br45ToQLBAFd1ptu4o+5fDl/aQX6+mjJkCFDhp0d+XzcOjyyvG5B5JJcuCcHknG8Af2vhMkVLKew49Zc26q79FoFmkZCJdBMFjnVLy7KSa6MKCdDri+ncekqXNofFXAd4crIa1t71fajnu3VEyZrb7kMV1ZnDc4oLQVc7lGRpluPxuJGhAeIwkioykx5n0sLmEWF7lnPMCoQluGNWjI36Rl2UgQB6axmz6YFmCItwmX6eJbZJgIEic19I2wypi4EDyB/Z8g6nFLTyo+6MjrZUoUrD6ymBeOJ1rDJn3K5epSpFfWaVcDJhuq2jRxX2+JI8h3QyZRqXj0XEwGulyvF5G3dM1rSpNsWgJcpuRA/Ork0ky1HBcIyvFFL5nGoKmSjlmFCYdq0SfjJTy7E5s3X4Nln/x0bN/4Et9zyLzjooN3Z8vfdtyJmRS4jCEL8/e8vIZDYtA9/eHe0tubY94nvAx/84O6YOjVOiA4OBvjiFzfggQdWY9u2l9HXtwbd3S/j6qtX47e/3ZZo5/jjSenMebPwPIrj2SXx7aYQ1aKOWqZcBlaupNjkq1cTWb52LfDKKxojR5cfc7lMsWhmFLlg0ZygI6O1NRoUjsVXwR0/lzN/DGSiesjipos7h+ZmwRjw8DxyHQ+Qu/SlS5NEcqVCF6OlJUmup70OAM2WeO45ItEPOCA502H33SmIl+8TCb51q55wX7aMH3eXfknjHoZ0D3oeuTvXncbkyURc//nPkWd4gd5e4Pbb6Wf6jDPIO/whh0TDf999+lskCID77+dPs6srmaaehurlPsM4RyOFS9t7K0OGCYw774yT4a2tPiKSuRUROS4sRoB0hLhc3sWCxaWNnNSvJpjrjTV0bil1+9WtqyG91TQdIalTaurq6lA3fZ56MPF+ruYAtSgiOS3wWEGnfNSVNZHfnEJS17bl+6i7D12I8UYrMt2IcI5wMCksBUzKSmjKmRSTmdIyQ4YMEwNPPEHy5J57Aq2tk0BE+CQQGS4I8QzVQ/4GFWGXM13co/PfIZM8aZI35TJiW83jyplgk2e1GM1/eNeTsbUxHpB23FxkRxMhLrZV3Yu0trlHHyvZ0VQ2LlfqJleKZ7la0hua8mDSuO0MGXZNZBreDBMSnZ1t6Oy0mJ0CKBRyLKcpkMv58CRWeubMZvz5z0fj7LP/joGBygi/V6kAp58+A1deuSjRxiWX9ODOO4lYLZfjH6YPfnALjjyyGQcdFJGeHR3AZz8LfOc7xLd6Hi1BQEbC739/vH2XiT4qV7l2bTyMtyxXrV4N7LOPQsb7vjmQuUoyqzHCVZRK1Jbqu729ndhPuUOeJ5ulEVxif6t9DcMocLTqLt33iXiW+2OzdiYJJjlrYc4cYM0aXlidMycS2tasMZ/H6tVkhS1j8mQi3E3jK4LEl0rAgw/SFGw51vf06cB++9G5TpsWxSIH4q7RORSLxEJPnRpP7+hI+iuX0dwMFAojDgO2b49OvamJTqtYpMXziGxua6MuPvMMpatDJS7nE0+Qy3QVpucaiBwLqJfvTW8Cvv99/tLkcsBJJ9kt2jNkyJBhZ8Hzz0cea+jnvQWlkumHvIJkDHGAjyNejSt09RhcmQLIer0orcdrOAPODboudjjnxlK3RLEgw7CEcrkwooTJ55OKmZaWpMJGLsdtc7owOV2IQWo5jqtW6zu7StdBV3Y0FJG1aG4bpehUFYrccbgLarPWEWt126TAZJSWLorDalxQ2lxcurZjdmGppkHa5t6FOmtvlzQOmcJyVNHomOGZZXiGnRjFIoUJ3Hdf8l74+ONzEHeTvnXHOosdXj1UEs0HH0tcF2rHFIKH2uVC8KRZdPIlEBdRdPKkKhameiWnlSddUa82q5VfR5sot42jaWKluu0qVzoS4WkJaheZ00XedJUpSyVuckoRdpkSSJLcLtCV86V8+d2QAxAgDLPJSaOCRhvXZDHDq0JmGZ5hp8bb3nYE8nn+Ns/lfJx99mExMhwATjxxOr71rbmYPPlVVCrdqFS2oKNjNV772hKamuJlBwYC/O//btNyyL4P/Pd/J+Mti3DUq1eTReyGDcQnvvvdScPj3XYzn2MYkhtpgcFBM29ZLNLPSQLNzQj9HBIcYS6XtGB2iaErs41hSJ0SbskFuV4okKmubBVeDcKQ2M/hYZq5IB+7qYmP/50Ww8NkWS180jc3R8uUKTQFuqMjKs+5M5fR05NkZH0/SZALCKtzcUPI7s7DMGqrt5dcns+fHyfCAbfrxlnct7frLeJ3uGEPQ+DVV+kSy6cl+PW2NgptPmNGPKT8Sy/p5wyEIYVQ57o9Z475lpkxg7/k//APZCyv6qJEuPtPflLfZoZxika7HsoUlxl2YmzaFLcOj7tLF4twly4/C7rnQn3x2lyhc7BZkQuLcLmP4xkma51qrXgglYsrGtVtAU4pJOep21x7alkZarlRx2gQ4Y04biNg83CiU8zYrHssJListAT4+43b1pU3padRepry0hHh3DMIuFnqcPWhKZ8sF4ZHMHUyZMiQYXzhiSdoveeewJQpLQCmIXKVLpYM1UNHrLnKldCs498dTvZzEXdcZUZbXa5ete1WDU5grrU913TTMW0CfL2QRn4Ueeq2zTJcJ4sy8qvu/6URS1qyXS7vToSr5aoNpyWDewdAKaeTQzNk2HWQkeEZdmp87nNvQD6fg+/HWTPf9+B5Hi655OxEnf/8z0dw4YV/Qk/PWgBrALyC/v4efOUrd+MTn4jHGH/hhRK2b9db/5bLwMMPx618N24k0vu++0gJvWoVkeIPPQS8973A+vXxNtragP3359v3PCIFp0+P0mwWs0CSLA8CYGjYw2DQjCG0YBhNGEYTSvkWYghV1jGl22wMDsalFhFnPAz5DrsQ17LgpIshLvI4ttUWOL1QiM57YIB8zMtMb6VCy7RpxLyqEwZs1u1qfqUCrFtH47TXXsn+zZoFvO51NPZbt1JZXSD5np6k33HA7iNcdvNeqVDw7A0b6KZtbaU8+dq0tpKlenMzhoZoqHXQxeG2yezCQlzFGWeYh/iMM+gUfvEL2l6wgGaq/+//AlddBbzxjfFb6DWvAX72M/KakCFDhgy7Eh59lCYpiaVQEJbXYhEu04ULdQGVIBdwJcTlsq7xw8UxRVxz0cfxjBIil8uqKzw1XV2LfLNSU8R4rHYBeCVkrcT3mBPkrnDtpFoujQLTVHc0Nbw6wltn/W3bl9KqsQhX97l0kyU4V1fN4xYiwtVYjkVpEc8t98yqripdlZW15mdoOLKY4Rky1IRikfRakyfTHP/W1pkA5uxYZgKYjsxdeq2Q5UNVdtTFFFflTnXtHoLHJk8CvHxpkjurhahf17jh9RZeTe25yJHV9KWe/ddNrFTz5X3b2mYd7iBXulh3u1qC2zwOmWRJ2SKc5ErxXKkyJOcWXfePaHKdnkbeNLlqzzAqyGKGj0to3mYZMuwcOOig3XDbbZ/F+973A7z88qsj6dOmdeAXvzgfixfvFSvf31/EF77wV7atMAR++MPH8elPH40DD5wBAOjoML94PC9Z5sc/JmJQNcCtVIjj/PGPgS9/OZ531FF0/OXL4+m7704xxmWu2sXAWi4jjKoFsRjCR2WHMFkpAx7nLa6lxexmXCbQKxWzMCZIZVk54HlELuvYVeHWHSCm1BS/HKDjq+Rya6v5HIQldBDwxLLA5s2Rz28ZkycTKa1DV1c0Rhs2AE89Rf0ULt4LBfIx1tVFi2zl7RJIfuNGMsWWMX8+8MIL+okDO4htFIt0DLmc8HE+e3b00ZXO2eSNAKChLpeT99L06XT6OmK7szO6NYaGaOKI7wPHHEOh0u+/P/LwL9aLFwMnnwxccAHwl79Q3TCk41x1FXDDDcAf/gB84Qs0TFOm0JyGDBMUpp+zesD2fsmQYYJj61aaNCRbh5dKTaCf8ybQD3kB0c+z6hrY1W26CpMrdG4tg7Net4Q/GVNwM/VV9+myIhLSWuT7yrogrQk25aNpEa9Rsc2tgfjrVhbv1Ncw982X02t2lV4PpDleNUT4eJsJYLL8rqa84fvLKcXle9M1vdrFZtWTjOVos9wB4pNQOHB5apqrTDFeQz9kyJAhgxn5PHmGmzeP/r9XrJgOoAdkFT4JZCk+MJZdnOBQ5UMhT8qyuo0oU9fxJQxzgERECqSRKVX5UoYqdwJ6kcSWX1fUW24ztTdaJLetTi3yt22CJZfOWYczF5eLEw6Y/3VEmrpu1MJbhHMTUtQ0Lq63LB/Wqn+SJ95VpH1qNwxnqhUyZNilkE0hyLDT49hj98FZZ+0Dz9sKoB/AVmzevArf+MZ12LSpN1b25ptXYGBAr0zN53386ldLR/b33juPRYsKRgL6Xe+Kz3y98UY9t1KpUL6K558Hbr+dvF+/8goZBa9bR9ylyvHKnrp1mDQpfkyThS1rWF0o6N1m53JENAu4CFZcGTmYehBEncjn42S7i+tvrozvx/spo709Gtjt283HCEPe77zsu57D/Pm07u0FHnssGgNxnkEArFxJ46y6O68GpRIthx2WjOUOEHl/0EF0/M2b+XMOQ2DLlmQMeVR/GRYtMt9/ixZRvV/+EvjYx2iiyJe+BHziEzSEn/40cOih5D1+0SLgoovI1fnNNwO33BL3IC/6sGYN8J3v0HOw774ZEZ4hQ4YMjz4aJ8MLBR+kVBPW4MI1uc4a3OY2PY3ltw6qdbjct4ngKt3kGo+bza/mw1CmolUUpYFJkTQukEYTahuEehPhadof6wF1teLRlWUsejilpU5hacobjcXsGl3nKl0oMgH98wpNmskSR7UyV92tA2F4NFMvQ0OQWYZnyFAzli8HnnmG1At77gkUCpNBFuFTELlMz1TRtcHl+8VNsnQnyXXfbBeYyEuujFzOdsyGiVD1bLhWQVy375o3GnCZYMnJmqayGnLcJkOqZRpBdpvlSpNHBhc5k6vz/9n77jA5imv70z1hZ4NWK2mVMxJCEkIWSIAAiWCTwWRMsIFHsknGwMM24B+PYGz8sE3ww2Q/sh/RYEwyUWSBAkgIFFDOWavNO6H798fd2q6uqarumZ3RrrR1vq+/7q6qrq7uCX37njr36hYGWbnstw1k/84NdgiKrQw3OcPzglGGG+zy+OUvH8X997+RRbh98sl8HHnkTZg1605EWl9Mt29vkfTgwbKAmppmbt/CH//YE8ceu6FN0MsQjQIjRsTwk5/42ekgBS2LxM3+01asoFDPrO+6Om8sTzxB6tf+/b3jYzF68aipkfdfUZE7V+04wrs7K4jH2dPfS7osC6seBDG/uBhWHaD+E4lsJ0I+52poyFadx2J0PfG4v898HJ6uS2MdMoSYV/aBsvWIEUDPntR2yRJkfXn4a1u8mGJ48+jbN/ga+/Wj7aYmmkWxebP/+NJS+jJGItS2Tx86X1OTerYGQJ99Y2MWQR+N6oX2rA0b3qZNZFxWVQH77EPzAfhb5LqUHmCPPYD77wemTfP3VVcHPPYYcOaZwNVXZ5/r6ac9pbiITAZ44QXgppvUczoMdiIYZbiBQbuxdSupw/kX+5qaBFxX9UINEJnEwz/r3ENY5TffDiHalAJohhcunYWH7Ixg5JvduuYnFrDrYsoBUTGeEerkIdNdN4J02vaZJCrnkWpRKcKDFOIiWNugspwR1vGn87a29zyquh3llMxHwaO78SoiXEeCS0jzfJ2LQSHOg45RhbNUlWUT4WK4ylyUO1CUqUhvFYydYWBgsGth0SLgRz+iieebNwNffjkIQC3Ibmtu3V7doWPcuSGzF5mdyZNtNlcXZIf718ymzGeRKcNFe5IvE5FrebvRXhsul+PD2pH5EuM7wh7VEeE6e1K2LVnCpt0JIqtV4dHD2Jxh7Es/ES6mLlBNrpS9W/M2YhibkP+96sC/N7JtAwODDp2ON2zYMFiWlbVcfvnlAID/+I//yKqbPHlyRw7ZYCfD5s21+OtfX5PyjOm0gzlzluGNN2a3lY0bpw8Xkk47WW2OProM//xnXwwY4P2cLAs4+ugEPvywP8rL/T+z3XZT87eWlV3//vvytkzx+uGH2XX9+8vTQ1dWBguWA+E49PTPZIhtjMeJAI/FiFgVLy6Mtcq3kRHh7LxNTdmkcZgcGYxAd12KBysLv86Y3HzGzxP0W7dSyPOvv6ZQ44kExeHu358+3P33J0k/w+bNamm06wJbtmTXd+um/iAti6TO1dUU/37WLD8RDng5xffck2TVfft61x3EaCvaBInXS0vpo1q1CnjmGeDllymE+TPPULSDI44AxowhtfeoUcDxxwMHHUR1IhHO44UX5ML8lSv1avWWFvWEEQMDA4OuiGnTPGV4RQWbLBSHlzO8FB6Ba0Ot4tblEdflD1f1o1KRi6HSdwV1uNguSDXud6aIDh8eucztC1qrytoNlc0lu6BioRDkuW4/l7pCIIzDUneMasJZCKclELwtlsnq8iHZZYueCFcpd8S8jUD27xGSNkCwWkc2ySio3qCoMMrwguGjjz7CT37yExxwwAFYs2YNAODJJ5/Exx9/3MEjM9hRmDmTvvbDhgG9e8dA6vBeIGV4JWgio0H+kD2zVM8ysb3uucavs82UXOzJMPv5mj4FM5na01Gu9mlYIjyofkfZxDLkSoSr2gUIGlT2ZJjyoCXf4+R2pfh7khHhfA5x0fYMoxRX2YsiVG2MXdlhKKZNGY12mZzhhbYpO/SuzZgxA+vWrWtb3n77bQDA6aef3tbm6KOP9rV5/fXXO2q4Bjsh3n9/LlIp9Z99NBrB66/PbNufPHkg9tqrDyKRbLbati1UVMRx9tnjfOXptIMXX1yMNWvmIxJZAdteBdddgvfe+xqzZm3N6uecc/Tc5znnePuOQ6JeVXvHoRDqYh+LFwPffkuh1LdsoaWhAejdO/u/Msw7ue+YFo16PpXKZiAjEf1JbNurdxy9YSert6zsWPFiPes/lYJW5dnYmH2zy8qC1ecsNv2WLXTz+XvEK90HDqTJAzx0McJlSKcp0fWQIX6FOBtjr17AlCm0v3KlmtxOpSjsgIgwD1OujeuiLeV7ZaW8eTRKkzPWriUCnEU3YFi7liZ1TJhApPhBB3npzj/7TD+kdJpU5SL699d/bLGYfMKIwU6IYhuYRZl+bmDQ+ZBMeiQ4I8Qti4VK55eIsMigI8R17cOGVWcQx9aZIeYbznY46pyRcrJc3jbIccS3U9WFgY7YlLXLq/Ncj8n1uFxuguoGFnI8hYTu+aVzXsqOzfGZGMbhKLYNW5cPQZ6dI1wkC4JyhsuIg1wJcB5hHJ1QlBkYdG68+OKLOOqoo1BaWoovv/wSLa3vxnV1dfj973/fwaMz2FGoqqI5+YMGESFORHgPECle1bptkD9kkybFcn4fmvbZi+s6eT+beYQhvneIqVSIk+RrOOvat9dwDrJDC4mwdqWqPGByJT/BkkH23RPLde8jhSC9ZZMt1Sl3wpLb+ZDgYdqp3hNp23WHZH8GBgadGMWwKTuUDO/duzf69evXtrz66qsYMWIEDjnkkLY2JSUlvjY9WWhhA4MQyGSCw4DwbSzLwgsvnIbq6jLYtsekRSIWSkoieOmlH6Giwk9m/u53S/HEE2tb+2qG4zQCSKOpycFJJ83GsmX+uOgnn0wL9ev61iecAJx2mn98QVypWL9kCaWadl1PTN3URCrYmTOzueogn1Y0ypGKfO5uFWQGF5MFi7BtP9kcxliTkdmWpe4/kfD6lynCebhu9hhsm2YRqFBdTUyw6xL5rEJtLS2y43WhAnr29OKGL1kCvPsuqb3nzqUZDoMHU7LsvfYCDj8c+P73SakPAOvW6T+v9euzy1R51HmUlbWlSl+3jtTba9bQfrduXjR7RjhXV9Nt/OILeXcscr04sQOg727QXISmpuyys85SX3okApx4Il3qnDkZ/OpXzbjggib893+3YMMGEzrIwMCg6+L114kE5xdShPMLy9Ut5vAWoSLEc80fLiPCWRs2JqZc7+wqI1E1wKsHRAVqSrItUxp45TrnD0OQD0/mWJKtOx3aw+aHaafz7obtM2wfYeuBcM5HsSxIxSNua4jxMKrwMM5FXThKvk3Y0JZ821SK/42x3x37vaWEbZlyh/3Gwiy5ODaD27nuofLP16A4KLYyvIsoeG677TY88MADePjhhxHjJq0feOCBmC2bxWywS2L2bJoIn0jQpPfhwxMAhgLoD2BA67qz222dGTKbUHx2hSXi5Cl4wjzPZVDZn+JaR3rK+gyFXCayh+k0H/JbPDaXuiBbsT03KV8jXmcLsm2+XFYmsy0VRHg+RLUqJHqYbZXtqbJTKTS6aEeydF0ZYV+Wgoc/nv/Nqn6/YX/XMjsTkE+CMdghMDnD241i2JSdxhpPJpN46qmncMEFF8DiPsxp06ahT58+GDVqFC6++GJs3LixA0dpsLPhoIPG+L5PItLpDA45ZJyvbNSoXnjrrR9hn33KYVmNABoRi9Xg4ouH4sADB/ratrQ4uPvu5VLSjSlm77vPT5DaNnD66S4GDsxg2zYXTU0OkkkXxx6bwe9+5/rekW0bGDpU/f9m2xR527seYPlyeVtGOIo/IcvyuFNZ/z7RtS7uNH8iHuk0Ka75Y22bmMjy8vY5BRyHLqqxkYjudJpuOrsongiXjS1M/7W1JGWOx/0GXSJBubaZHLq+PjjE+JYt2WW77aYPFTBiBG0vWwYsXJg9GaCmhsKe77GHl4ecISjXMU1p9JdFInrJdLduQDSK7dspIjxvTyeTNJSSEhKt9+7tfcRNTfTd030ES5Zklw0bFnwZNNOcUFtLH8UppwBTp8ojIVRXA9de6+KSS5owYUIj7rorhSefTOOGG5IYPLgBzz7bWXPOGkhRbAOzC4W0NDAAPGU4W2IxG371dRxETMfhV2OrCHEdUR6WEJcdy4h1fkydXR3OnCBsm611s/lleYtl/WareHiEKc+VIO80KDYRnk+fne0m6cjxMO0DnJaA3lEua8Pvy9rI2uvOoz5/kPM/iDBQtWPQlcnayH7LOmemgcHOhYULF+Lggw/OKq+srESNyVPVpbB1K82/r66md/bS0iqQQrwKFCrdqMPbB9FuBOR2o+o5pVKQeggirIMIclWZCmGOD9uXFmGI43w7z3fQuRLhhbI181F869rKCPEc+9JNltCtg2zR9ixEhKtU4DobkxHjQXanaqIlAo6T/YZVqbYMDHYuFMOm7DRk+Msvv4yamhr8x3/8R1vZMcccg6effhrvvfce/vznP2PGjBn4/ve/3yaJl6GlpQW1tbW+xaDrYvDg3jjrrINhSwjXSMTG4MHVOPXUA33ly5dvwuGH/xZffTUTrrscwHI0N6/Bvfe+iiOP/D1aWjyibNGiBtTUqA2QTMbFBx/4Q6VPn+7ggAPSeP99B2vWZLB8eQbffZfBn//s4OKLM3AFtvCQQ/Rh0qdO9fa3bdPz1ZaVnT46kyECsaaGOOWWFnrQRyJEavqI+DCzjvg2MiKcDVym0g5jHLE2rkt9i0yp6xIpLTMMw/TPh1RftYpuWFOTR7YDFIN7wABStTMEMbayNqy/kSM91pbdP9sGxo+nN8d0muLly+C6wPbtlANcBD8+GURVfn099QUQyS/OzKiqAqqqkErJRe4MW7fK50QEQTaXYPJk4t9Vwv8hQyjH+IsvAgccQGHYBgwAjjkG+MlPgF/9iuYsAETMn3MO8OqrwDPPpPDgg+m2saXT9LVMpYAf/7gZc+caQ9HAwKBrIlgdnkB2uHSGMCrxsKHQ+T9+XRs2pgQ6vzpcpewWt1UOkuD6YGJQT37LnE0yqPxxMueV6piCIFdnZi7OTZ3HV3eOoDGIfefqKRahUt/I9nXH6yaGCe2d1t9nLo5GXU7vIMU3289VzUPqHf73pVOEi7+noN9kIRdA7QA12GEwOcMLgv79+2Px4sVZ5R9//DF242fyG3QJvPwy/SdPmEALsBuAQa1LfwDdOmxsOz9UzxQ+8pBqrSLTvEU1yVJnR4ptVPt8uerYsJwxgDa7pN3IxU4Uj8nHHlSVF3o/H6jsR5kSXNVGZZcWQBUexsbU2YlhbEp+2x8aXacI56MQiVHAxOhEzN7U2ZysXa6RiRjod++6e8g/K4PiodjCnS4QcagYNmWnuWt/+9vfcMwxx2DAgAFtZWeccQaOO+44jBs3Dj/84Q/xxhtvYNGiRXjttdeU/dx+++3o3r172zJ48OAdMXyDToyHHrocRx+9NwAgGo0gFqOX0CFDeuPdd29DSYlfRXTDDc9g27Z6pNN+B4TjuPjkk4V44okP28ri8WByuKSEz6/s4mc/yyCZ9POijDh89FEXH3/sZxFHjwZ++EPvP862vTTYp50GDB+e3Y8Krutv4zge1wsQ39vURJzo1q0SfpedXAeerG5uVrfLZLINNOaAUIHPL87YSxVaWrJviEoCzxCP0zlcl/JyqwjuDRuyzx0yvDgA6n/pUuDjj4GvvgJWr/bk1CNGUNjzH/yAmF1A8WFwsCwakwh2vAqsvrGRzsFmQ7S00JehWzcaU79+lO+8shKwLDQ26rtladJ5lJeTwlB3CXwK9LVrKaz/8uXAr38tmZgBoEcP4NprgXvuAc4/H5g/36ubORM480wSy3/xBanOv/0WuPVWoLraxZ/+pA6Zb1nAX/4SEFLfoPOgmMZlGBLBwGAXRE2NSh2eAKmwmSqcD5fOI19CXIYg0nxnVIeLTgqVikcs49uK62zoHJiqtvx+EGREaNB5Ajtsb/t8BqTyrIUZW5BnN6znN5d6WduwzyuVaicMYS6cQ3d7VXW6Wx3UJkw9v/jVO2EnlvDKHWjaAdm/TZUDUrThdcofHhrb36A4MGR4QfCzn/0Mv/jFL/D555/DsiysXbsWTz/9NK699lpcdtllHT08gx2M2lpg8WJPHT54sA2gL/w5xA3yQy6RS8RnV5hnHdWLz18euZpQKhNthyIXmy6on7DH5GtHFmJfd34VwhDhsnIVUR7CTg16b8nHPgw6TreIBLvcjhTTXYWJQiQS2JC00U1U4cFPqIRQL57bYIej2H7KLhAmvRg2Zafw8K5YsQLvvPMO/vGPf2jb9e/fH0OHDsV3KoUkgOuvvx7XXHNN235tba0hxLs4yssTeO21mzBjxnd45ZXPkUymceCBo3HccfsiGvW/kDY0NOP556dnEeEMlmXhb3+bhosv/gEAYPfdy7HbbqVYulSStBj0v3TyyR7D9803lOpZhWgUePxxB1Oneo7lVIpyKS9fTnwre48+4ghg7739x3fv7qWXVqEHF4mqoUHNsbouvbj4Im9bFhHGqugMkYjH2jtOcFj1VEqIww7yujc1ZQ8sEqEbwP7sg0KSA9QHb3DZNknc6uvlY2dkdTKpzy/uONQHC5EOEFtbVUUMggyW5eUeX7SIkmzzYArvigqSO4vn04HF5BfL+vWj8ciI8j59iOBOJuX3A6DPORbLUpiHEcGLQ7Zt4vhnzlRfwp570lD/8hfg66+9ur59gZ/+lMTv33xDfU2cSFERtm8Hbrkl+5xs+5prgBNO8F/C6tUu1q1T/0jSaeDDD42xaGBg0HXxxRfAkUfSI6m5mdbbtsVBRFEC/pnuEWSHaERreZgyWT1b29w5MpI1Wtswcp4p1mOtY+2M0JFxMaHeEY6TOUb8a9eNIJ22lc5KcZ8tzFzi98Vtft0etLuPMA699jonw7QphLNxh3uAc4DiQ2LqHSC805Lti2uVo1Lsr31EeNgwlkyVA8ma3w76H5OR32HbenDdozXHGRh0XvzqV7/C9u3bcdhhh6G5uRkHH3wwSkpKcO211+KKK67o6OEZdACmTwcmTSIyfPVqYNWqXiASvBeAbQBWo/PabTsLeLuRPdtsePYla8OvIRyTDRV5HZYHltl8hbQpC4ZC2o1h2xfCjiwExHOG/VDCEOZiGwmhx9uV/JBU9qK4VtmK4rasfVg704s0pJtQGUSMyyah8JDZhLzNGVG04/dtZLdX9W1g0PlRDJuyUzx2Hn30UfTp0wfHHXectt2WLVuwatUq9O/fX9mmpKQEJUHqT4MuiX333R377ru7ts22bQ1KIhwgdfjatdva9m3bwm237Y6zz85muCMRC337xnHBBYPaytav10u302nKqcTjnnuAGTOILOT52aefprKTTvLKSkooRLTIszLEYl7IaCBbvSuCcqIIabftCBAvAVIpWC7dK9eyYOWjoORZe3aBItFu20SQF8Lz2tTkkeiWRX3bNt24WMy7UE0qhjbIyPJhw2jmgkwRP2IETSRoalJ/QADVDRniV5rrcngzVFXROpUiWfWmTcQI2zaFdU8maVyJBH1JqqvpeoNk3o2N/kkIyE145LqUKr2xkW7P1q0kimeTNth66lQa2pVXZs8n2LgR+OMfgd/9zv99B4BHHtFP/qivB954Azj1VK8szCOipGTXn2G3y6DY6u1O84ZuYLBj8fHHlKrCcwTYqKtLIHtGe5w7KiwhzqAjusMQ4uycpSDHQym8UHOd1akqOihVxJytKIekTYzbVzuA+DKV84cnxcXtTuG8zNWp2J52sra5nD+XY3cEglTh/PNULAupDA/6fsnCWIrhKMUyWTuxnN9OpXhnpCwVQVLYF7dlBHguIcvFtkEOSOOg7DQIilLWXnQRZTgA/O53v8NvfvMbfPvtt3AcB2PHjkUF5V0x6ILYuBE49ljg8MOJFF+/PoHvvhsKIsKbW9fLOnaQOy10BF1EqBdtadkkSzGcekw5YQ0IJhRlky1lYMcG/QXnZYMG2V/trS9Uf2HsxnxszULZnztIFa4jtYOWsOl0dO3FMn3KHbbPh1DPKPbF9zggN/uSf/8NAv8ebdBhYGHSi4UuECYdKLxN2eEeXsdx8Oijj+K8885DlPuC1NfX4+abb8app56K/v37Y/ny5bjhhhtQXV2Nk08+uQNHbLAro7q6G0pL42hqkquCIxEbu+/ez1d21lkD0NCQwTXXLEBdnefMmDChG557bgKqqjzl8/DheoItGgV2281rs3gxqbNUeOEFUm7xqtfRo4n3ZCmkGdlYUgLss4//fzhIcMzasPf2tjDrdgQoifjzm9uWP0JHmD9lvo2MCGcDSCazHyCRSLBRx/pPp7OTXDM1dSTiJ8LzGXt9Pc1iqK2lfhl5zJToffp4McLFpO0ybNrkV4eXltIsBnGmBEM0SirvVIpigfP30XGAujr6kkyalO2ECbqHjpM1I6K8XC2AZ8MpKQHWrQOmTaNc9gz9+gGHHkqX0txMHP7o0SSyf/ZZaiuS2+z0Tz0F3H67v27jRrok1XfZtrOF8f362dhnHxtffeVIj6MUBPR9a2pysHx5Ct262Rg0qLOH3jUwMDAoHBobyXHJh0uvr4/BdZkCm4Um54lqIJvY0akog5TfIiEuA3uu8erwWMAxHQ2ewBZVPDFuzdqyfdGZKWtD90skKvm1CNGxqCLFdcfkAwc27EJ9RjsjEZ6Lw7K9NzzoWJkDU3GMjvDm62VtVWVhjted399ONolEN/FEtjCI0RkiQpktacfaighLehty3GDnxvbt25HJZNCzZ09MmjSprXzr1q2IRqOo5KOrGXQZzJxJ7oh+/YCRI4HVq6vQ1NQXQA1IJb4RQEOHjnHnhG6SJYOK+A6aZBlrjbTi94+piHFWp1KC89viWnd8mLrQKDSxnUu7sCR42LJCEOFifSdVhYe1N8VjZH0E25HetjrljkiE62xM2aRm0b6UQWZz6tqyvlg773jX3VdxnIFB50YxbMoOn0LwzjvvYOXKlbjgggt85ZFIBF9//TVOPPFEjBo1Cueddx5GjRqFzz77DN26deug0Rrs6kgk4rjggkMRich/GpmMg0suOdxX5rouvvtuNerqFsOy1iMS2QRgNVauXIANG/wE7IgRFg45xFJOCk+ngYsu8s49fbp+AnkySSmneWzcSCHVN2wgbraujgjBSZMoBTSPIDuH8bl0nRIFrmW1LdK6oBPE417nOjV2Oo2s2NzxuLwtQyzm5f9u0LxUJZPZBmBZWXDujfJyWtfUUNhzRrZbFpHSySSR4EOG+JNlB8UYt6xsZjeZBHbbzVOIs/sO0D3ebz+63rVr1fexsZG+HLLz5QBGTPfqpR5+dTVx/q+8kk2ab9hAasOJE2kix377edHmP/pIrfJ2HAqRLs5pGD5cb987DrURcdttJdJzRSKUSuC88yL4z//ciN69F2Ps2OUYPHgpJk9egQ8+CFDSG+x4FDsPj1GGG3RhrF/vJ8PpcRYXFhv0sq3L/60rE/OH66DLGx6RjK0zQ5UnnFcKqByWENr47QaVY0gsk0FGTorbfFmuPsWcETQIXXmu7VQsbdCxMqY21/HtkJspgc5pycoEp6UMQQ5KWTudk1JVnr/TMmyodP73p/uNytqJbWXtoajzt3PdEyTtDYoOkzO8IDjzzDPxzDPPZJU/99xzOPPMMztgRAadARs3AvPmkS05ciQtQB9QqHS2GOQH3SQu0X6UPafEPvxlQeaRjoPNhyNulzlUKLI7rF2WS7uw5TuKCC8EwqjCQ0JHbvNlKhtQbBO0H87GDLIjVTZlmFDpKvtSNUlTtDlVv3Uxf3hnnRzeBcCU4cVaukDO8GLYlB1Ohh955JFwXRejRo3ylZeWluLf//43Nm7ciGQyiRUrVuCxxx4z+b8Nio7f/vZ07LHHANi296fCts85ZypOPXU/X/u7756LO+74EoAL121EJlMHIIktW1pw5JH/wtq1fiL2kUci6NnT/y7Mtn/3Oxvjx3vnlUXbFsFzn+vXA2++SeraVIqIw5oaYNUqKhfTbDM+V4Xycu+/VReKmiGrTWmpWmWdSHgXHib/t9jGsjxJvHjiSMQjoDOZYAJaDHlu2/7k6iLKy0n67DjAihXqdqtWZRugQZN5XNdr09hISeY//hiYPZu+ENXVFPZ8wABKsv3975O82nW9cAAqyMjwoJjh8Thg20il6Pu1eDEt69fTx1tW5j3fu3WjocXjFNqficrFy2tpocsSEeb7Ln5Up55KH7XMBrBtmnl+xBHAJ58045xzNmLffdfg+OPXo6GhBX//ewl69/YfuNdeNqZNK8WFF67D3XdvQ0ODdwEzZjTj8MNX4b33zIx1AwODroHZsynACb/EYjFQ3nC2MEU2WwN+chwBZYCfEFcR3iJpLq4TwhJDJ3jVUUDnAJE5VSAp1xF+4fhZlVNJdrxsW1cWpo1SFZ6L807H0ofx3qrqxXa6cwSNJajPMCS9rp2qXEVui3U5qML5U4YlqHWLLGQlK88nTLpfscM7ImWh0cU6ts//1pII/t3luziaxcBg58Xnn3+Oww47LKv80EMPxeeff94BIzLoLKipIeHG6NEk1ujduxeAoQAGta4NIZ4fwk70UhF5oq0prgkqglEsk5ktKnJTBV1f4niUHQQhV7tKNbh82uls0zBlQeMNO7awCENw62xLjSo8rB0pK8vFxgxrc7J9b4KlaEfKbEM+VLpof/L7oh2aVPQXxn4UbckgMt3AYOdDMWzKzuohMjDoMPToUYFPPrkJp5wyESUlEQAuolHgxBO/hzvv/DFsjtxNpTL4wx9mS/txHBdNTWk88MA3vvKRIy088kgGu+3WBMtKw7Ic9OmTwn33ubjhBr+TeLfdgnlcXvU6Y4a8jesC27cD333nL08k/CHWecTjwbytFq5LlgTLyw14avHy8mBltw6OQ6HJa2vpHJkMlUWjdEG8sjsMiy8qsdNpf7hzBssidXafPrS/fbv+A3JdSpLNo2dPfz5wHpZFdT17kvU1a5Y/rLplkcq9vh4YMwYYOtQzMl03OO69bNKBeI0iysuRTBLnz6LAA3TZ27bRMAcMoKVHDxpOJkMvuapb77rZ30WAXop1gonu3b05Ctu3u5g/30Uq5eKhh7JT/EWj9BV79FHgllu2YcqUdXjmmQbMnJnEm2824fTTN+LRR7dg6dIyvPlmKZ5+OoGZM8swe3YZFi1qwnvvNWbdTseh5Re/2OhPEWDQsTDKcAODouLNN8OowyPcwr9ehFWJq9qEJcTZtqgO76wqPFFx6nc2Zm+ryHNIy8h5E86RGAQZZ5urzy2f83YKhHVe5np8e8YQ9vhcVTkqQlzhtGRDCXJ665yXsra6Ol17Mt1F572ODBB/d7K2sskqut+mrI4hDOFtnJYdDqMMLwhaWlqQlvxXpVIpNDU1dcCIDDoL3nuP5vlHo7w6vD+AvqBQ6X07dHw7N1R2ItsXbc0wEYhoX2dLBplFsme4qp2uj4KgPQQ5q2svUa4jx/Mpy8coL9TNDjmBMgxUl6WzOYOWsO30NqXOHgxSiPMkeJhJzUHve0HbPGTRjQx2OIrtp+wCOcOLYVPu+nfNwCBHOI6DK654CC+88AFSqToAjUgm6/Hqq9Ox//6/xIYNXgLkhQtrsHGj+seXybh4661VvrKnn67HSSetw7JlW+C66+G6a7Fp0wZcddUavPOOv6+DDiIVlkr1uscewLBhtN/YSMJgHUe3dKl/33WJH21uprXjeHxvr17tiLjB5L+MfGWOhUjEH3udIYxjgB3jOMTKihJhx6Fz8iHE+ePC9O26wJYtwMqVxPQ2NXlxwauriXzmb0yQop2FTBcxZox8MkAsBowfT8ctXy43RF2Xrn3lyuxzBRmhvAqc3a9kkr5k4rGRCCnOYzFs3qzm2RsbKRQ/j6AJHID80o4/Xn2sZQEnnABs2uTiJz9xUF3tYuxYF336uPjb3xw88YSLU08F+vYldfp55wGffAI0NDTitttqfOdk53jnnWb88Y/bcdRRUZx9dgwTJ0ZgWRaefrpW+ZV0HGDevCTmz0/KGxgYGBjsYkgmPRK8ooLWsZgNLzc3U4eL4dIZggjxsMpvHfi84SIh3lkR1jEpI9X4PiDU07bOqRTWR5arr2yHk975DiLfNmFvSHsdncWCaOsF7WsQ9P0qJDEedgl2JIYhxlV1srDp2YRB9vlkxLfO8WlgsPNj3333xUMPPZRV/sADD2DixIkdMCKDzoRolOb7s9zh/fvHQOHSWcj0gPCFBhKo8g+Lzzcg+5kj29Y/l2Rmjup5ruuDX4vbRUcuNlkuJHg+9TuSCC82ZIpwzXB035ugtay9zv4Uy/TtgwhvHbkdth1vL4oIIshl5fLfuutOlfRvYLBzoBg2pZE7GRgIePnl6Xj66WkASN3NkMk4WLlyI6677gk8+ugvAMAXSl0Fnovdti2DCy/c1CaaZkinqd3ZZ2/EmjVDEItRvyUlwHXXAb/7HQvTQqSg6wK9ewNXXeX1ESbSOM8fOw7xrbLQ1E1NRLKLoujQYlim1JaBMfA8GRyJ0A1QHWNZRBQDRODq+m5qIm8933c0qjf8GElcW0tqb1m/W7aQ4pz/QNmYVHBd7zodhwjstWvZVENKls0mCfTsSUxuNEp169frb/j69WwqNcGySLG+dq36mD59vIkK4mQCpqpnkxVa849kMiRE12H7di/vN0C3pVu3bJJcHCrD0qXAmjWk+r7kEuDBB73U6ZEIfZ2mTgUOPdTFfvu5WL3a+zhdF3j9deDjj13MnAk8/LD/N3nNNbVtfYhwHODee2tx441ViEa947ZsyQQS+jU1JoRlpwH7jRezfwODLo433kjhmGNiPidBTU1562NKRuawF3KGiFDPylhbVm+3HhcRysXfoapNAl64ObbdBLmToaMRRhWgy/uoCm1J9yOdtrMcPWGUEuzvVNzm9xlUZUCB/pZzceiFcVLmeo5cx5DLefIdTxgE3XxdvaxOEsoSUDsUg75jskUVolLXhl9cl4WtVDkgg8Kj6xyT4n+byi6Qkd4y6I1M1/2Rtt6giBBDTRUaXcSm/N3vfofDDz8cc+bMwQ9+8AMAwLvvvosZM2bgrbfe6uDRGXQ0Pv0U2G8/4KKLKFR6fT3w8svD4boNABoAbAHwbQePcmeEjIxjNnIM2XZkRmijIt1suK7jsysZdKS4zD5k5WK9yv4sCMLaVbkSy2H7ztXeKyQxHqauGJBNtpREG+KHp7MvZWW52JR8WVAd2ZTs98PbjkHpd2R1qohD/ORKSLaB9kU349+rzWTLDkWxfZVdIGd4MWxKoww3MBDw4IP/RiQi/2mk0w7+/vcPUF9PCu499qjCgAGKOOMgsvy444a27f/f/zVkcZAMjgNs2uTgjTcafeWxGPGkW7eSCrepicKn33oriZQZysv13CwTNzNs2aLO0dzcTPW5wCfIDmM0ikQvH9pcBF/HJ0mXIZnM7ptPfi6itNQjoLdtk7cBqL621l/WvbveqWFZxPA6DvD110SGs3tjWfSBNjTQBzpwoP8hGRTyXHaP+/dXx72vrKQZFKlUNhHOkEzSGGKxtvuVj8rbsoAJE9TtXRf43vfodlx6Kb0I33QTcOWVwJNPApddBpx8MnDAAcDhhwO33w78538Cf/2rK03DnskQ8f7b32ZPHvjqq6T2GrZudbBpk7/BuHElWnslEgFGjgyYCGFgYGCwC8F1Y74w6Uwhrg6Vnkt4dFUodB10KnIxhHtnVYeriG5ZnUh4yyYfADqHh4ysDGqnqtfti+W5ctahT9yeQYQdjO64sI5Jlac4bJ/FhiwlSIhUIaJzUlWuc5zrnOjivs4ZytICEFTOfn5fFx5dpgAHsn9vvEMzSDUuc4Qih3oDg50LBx10ED777DMMHjwYzz33HP71r39h5MiRmDt3LqZONQo1A1KFL19O/il/uHReIW6QG3h7UfbsA/Sh0XWRh2gd5tkvQmfedITZI0WuRHgYY1lnK4Ytz6VMN5ZCQhVVKM9oQzobkS8LU66zIcPW0TrMhGVZuyBFOIRysQ8eKvJcZUfK9lVpeQwMdh4Uw6Y0ynADAwFLl65HJqN+YCSTaWzYUIOKilJEIjZuvHESLr30w6x2kYiFyso4Lr54bFvZ8uVpRKNqFbdtUxuGZcuA888n/pcn9DZuBNatIwUtOaPJ1thjD+Cbb+SCYtel6NwMOt6X1ffu7e0zZTjrW1SN+7jmICJXRDpNLH8q5SmTbZtU1fG4v/Mw8nQmoQeoz8ZGLwY8QzRKN48pt1mceB3EfBS2TRL6JUvk7YcMofNs2CBXnAP0wS5dCuy1l1fGcofr8l8w0puR+Js20ReFhTdn97OkhGTYvXtTv0GTCVpafIR6GBuWn4TR2EgTKXr3phzgCxZ43x22njyZLu+ii7JV5xs3An/6E3DXXRTqnMdjj6nJ+XQa+PvfgUcecRGJeJ9zVZWN1avVjkXbBioq/MTLJZdU4a9/rZG2j0aBU0/thj59zOOz06DYeb1NznADAwDAP/4BHHusfxZ9Oh1DKpWANyOeQeVciwj1fDmvTuHbQqgLUpHzivAEt98ZnQEqBwq/2ECW0yQmHG9z5VTmuhHoVDyqRVTq8GVsW2ynQth2OUPmgVW1yYeNz8cpmm/bjoJCAa6C2mEorw8isVUKb75eptyR1Xn/P6KCh/9tyVTgKiU5uLW4HQYqp2Quxxh0CIqtDO8CuR0ZJkyYgKeffrqjh2HQSfHKK6QHuPlmmkS/fj1QX98L69btBqAGnkLcIDxUdmQM8klg4PZ55bgs8pD+2c+2mY2osivFdjp1OKD/O87ZxgxjOwbVt8e+y6XPXOzQXG3WfBDWZgyhCBejDbHhqrb5skIsvA0pszMp0hD/O1DZlyobMilsqyapAHJ7sRARZDxFuOseXYD+DPJGsZXhXcSuLLRNaTy8BgYCBg2qxtKl630h0nlEIjaqq72Y0D/72Z7YurUFN988A6mU00b4DR5cgZdeOgZ9+njE4oABEa1K1XGAAQO8n+W992YT4azd/PnAa68Bp57qle+zDxGR69bJCUie3M7VVkul/CS+bXtRwLP+f3Uhz0WkUv542q5LF5zJUD98nmuAHia6wfPMfFOTPFZ3JEJq8faEqkunSa6/fTuRxywHN0Axwvv2pTVAZLgO27aRKpsPHT9oEPDdd+pjBg+me7V8uX9mQzpN4ygtBcaN81+j4wRPJhC+bLatD3kOEPfe3Ay89x6wcKF3im7dgH33JfF7YyMJ6ceMoUgHDz9MRLj4NWETLh57jEhxHjU1+qEnkzSOci7N2DnnVOD667dJv46RCHDssaXo1s3/Bd5zzxLce28fXH75xrYXNfaVGjkyjv/5nz7ZnRkYGBh0AfDqcLakUnGQY4CteXU4T1rzkIVN5yEeIwuJLiPEWVumCE9x24pwOB0KmUNSdJiIxDfv1IwJaz+Rp3JYinUy6JyU4n4Yp2W7kItTr71EdK7kedj2O8JZGQaiAlxX3wpHEq0hyGnJtxOJcVVdGBJdLPdCWYoOSQjl4r6oyBHLgez/KH5f/M8JQ4Abwttg10VtbS0qW/Nm1YrR1ARU8vm1DLosli4FbriB/FSjR5NbY906UR1uCPHcIT7HxH0Z8S0+E3nb0ztO9uxn+0HgyXHRhszVfsznGG1nuv18ywvZX3vJ8VxR0BscfCrdtqpMRaCL9TobUmzr2ZTiZGUg+/eimnwilssmWsomXgLB78esjfheLYZD7xopWQx2XRTbpjRkuIGBgAsvPBzTpn0trYtEbJx66oHo3r1cKK8HsBZemNAkLKsRtu2XgJ91VgV++cutSp64qsrG8ceXAiDy8eOP1dylZQGvvuonw9NpUuk2NnppuKuqgClTKAo3j6A02qLDU1Szs2toaSFnuI8Qj0bVobgBGhxj6Rsa1O1aWogM5wdTUqIfeCJBfafTagaXxdWuqvLKYjEok0szMMV0czOpwcW20SgwfLg/ZzmgvxcM6bSfDB84kNjfTZuy2/bvT7HFtm1TS/ybmmhWxKBBXlme+UR696ZLlkU0qKykW/7MMzRU/vtaVwd89BFwwgn+9OYAMG2aer6E4wCzZ9MllJZ65WPHAp9/rj5uwIDsKPE/+1klHn64DsuXp31fm0gEiMct3HZbT2lfl13WA/vvX4p7792GmTOb0b17BGef3Q3nndcd5eVdY/bdTgOjDDcw2GF46aVmHHNMwkeG19fH4LoxkOOMJ2cBv3I5iBAPq/zWgc+NGINHjMfQOclwBpnzkW07kjq29qt2/MfSPdQ5LHUEpY4IDyoPCwc2bDb2sM47nfc1HyI8X/K82M5T1TH53vAgElxsKwmTLnNMqupkJDlfHuS0VJVn98s7HMV9FeENYV9sB25fBh0RHoYUZ8g2aF33XE17g6LD5AzPGz169MC6devQp08fVFVVwZK8d7quC8uykAmTh8ugS2DaNJq/P2wY+QuWL49h1ao+APqCwqYbMjw38PayKsWOjPiW2Zr+SZdEFNqhbErZts6OlJHkfP877HU8F9I537r2kuC5tt0RkKXaCYGwRHgY4pvfVtmNsj79bYImiahszSBiHJLjZVCR42HehY2PslOi2L7KXTRneLFtSuPhNTAQcOaZB+Pppz/AW2996VOHR6M2evTohv/+b3/s5ocfnoHrrvt36166jQxcuTKJww57BAsWXI3evYkc7ds3gjvv7Ikrr9zqE09HIrT98MPVSCToIVZXpxfxiimuW1qAp58msTJ/XG0t8K9/Aeec41fM9ugh51kZeJ5YFdadQeRx25h4GWtpWV7jTCZYQd7S4n94xOPqvNcs9DmgDzEO0PGZjOeUYPm9N2+Wt2cSaabGlv3hsrqxY/2zA0pLaYaCCvw92bYNWLXKk0GzWU6ZDPUzYAAli7cs9VgZNm8mUp09OCwrmPBvjXnOwp2zMObl5d5lOA4Nt6qKbsmCBRTeXIUPPwRGjPA/p4OitQP0EfFk+M9/buGzz+Q/CtumevEh2b27jY8/HoCrr96C559vaDN+DzqoBHfd1Qvjx6tzyU6cmMCjj/YPHqiBgYFBF4HrJjB2LM2z4kPM1dWVwstLxjsB4vBCxKkIcSCbWNIR4jxUbeIASkHK8GTr0ty635nA7hcfCp2/JplDhSf8RceKP7RlkGOSgXcE8UodVRkgV/QEcbWhuNx8nXmFIK7zaV9IElxVx89gDXMT+TZhiO8QUDkm1SS1vh3779DVqepZXbYqXBayMmx4dL4dQz6pFUQbW9eHIQQNdh2899576NmTJhm///77HTwag50Fn34K/PSnwGmnkYCjvh5YvXokXLcZwGYAtQBWdvAodyYEkXeAepKlWJdN7vHpd3Q2pc4uzMdWFM2jdnFLKgY2qG2YYwplL7aXGM+lvlhEnTipsp0h0lXbYWxK0a6UtfXblElhWwx9LoZKZ+1V6XrEdzVw+wz5TpbTRSfqjCnCDAyCUWyb0pDhBgYCotEI/vnP3+C6657AQw+9iYaGFliWhb32GoYHH7wMw4b1bWubyTi49db3pP1kMi5qaprx8MMzccMNh7aV//zn3bF9exJ33VWLrVttAC523z2Cu+6qxtFHe2x1r176tNG2TXmWGGbNyibCAdqvqwOmTwd+8AOvvGdPIsplpGRJCZ2fHZ9jZG1vgOLB0SiRrYywDBNKnW/junRDWlqonOUWj0Ro0Hx+8TDOVJ4MB4hIr6jITmQdjVLY82iU6nRKb8chIrsnpzgeMICYZRX69KG+168HFi3y1zESfcwYf5x7gKw4HRyH7gOf1LukRE/Mx+OorQVWr/YXs1sycCCFO+excKEn9JehpoZ4eX74e+5JL78qXr5vX28ewLJlDtavdzF1KnDxxRYeftjj9Nn66KOB//xPVV8R/P3vffA//5PBihVp9O4dweDB5vG3y8Aoww0Mdii+/ZYiflRU0GOI1jZSqRiy83OLIcxlhDggV1rmogRXEeK8OpyFTe9s4B2SMick307m1IRwTLa6XOX30zmddLnDWZlK5QPsgFzh+bYvNhFeSHJcN6b23mCVikfhtGSnFZ3eqqGqnOW5kOq6enkoS2jKgsKj8+3A7Yvgw1OKYSkZZP9xYYhvQ453OIwyPG8ccsgh0m0DgyB8/DG9y/frR+HSR48G5s/vA1KGb4Ahw3OBTuHNP+/EtqrJYHp/ncqm5Otk9qW4XYjQ6e1GGPsvH1uuvSR4rm3D1vPt8g3/FDbqkKJO9X2R2YQ6m5LvQ2dT6s6jtyeDUvGI27IFyP4N8gj7ziubGM6/D3t9ue6pMOhgmJzheaHYNqXx8BoYSPDGG7PwP//zatu+67qYO3c5jjrqJkyb9nuMHz8cALBw4SasWaPOX+A4Ll59db6PDL/pptW49dY1vv/DhQuBX/5yO/bffyx69KCKkhLgxBOB556Tc8aOQzNoGebOVZORrgt8/TXw/e97XLFtE6m5caOXW9y2SRxdXd2Od3XHUZO0LDw6Q5g/bjYQJoXnrRmWW5wpq3Ptm7VPpUgmz4/btinmdkUFzUpgbYMIaFmbqipikdesyW5bWkqzGlIpfY7wRYuIYOc/mFhMb+QyJTjg5WJnid5FQt+ygLIyOLCxdq26y7VrSQ3O395kMnjChBhd4LTTKIS6Cj/6ETB3bgaXX96MTz5x2oZ49NERPPpoCV5+2cLixaROPP98C6edBkQi+hAxvXpF0KvXruuEMjAwMNhRWL6cnJY8Ib5tGyObGSEeAb2U8/nDgXCEOA9VuHSVipwhBo8Qt7l1Z5wlL3NQMqiIb75O5ryhkJbpND2wZUQkg8wRyR+TixBZVQ8E9BOUv0fVqbgt2y90eSHOGVQXhGJ4isOqybkhsLXKcSnWy8pl/eoWDyKZLdvmfxfiMTJinG/Lb8uiWPCkeC4EuCG9DXY9zJ07N3Tb8ePHF3EkBjsbvv0WuPVW4NBDKVT6yJHA4sV9kEqxcOkmd3hu4O3CCOTPO5Hokx2b/dxMp71JlqpneRDRHRa5HJOXSZSrfZYrIV0Im7OQdqsOHTD7QDdxQtY26PumIr9VbfglO9KQaF8C8t8RJG1Fe1JmX4Yhvlk7WY5w1TEOt21gsPOi2DalIcMNDATU1NTjrLP+hEwm4yP4MhkHtbVNOP30/8aCBffDsixfGHUVMhmvzUcf1eLWW4kQ5R/SrgvMn9+Ea69dib/9zZN7/+xnwJw5wPz5nvKWRR8/6yzggAO8PnRiX4AIS8chbtR1iYDfujW7XSxGQmUeOtUvwBGjrquPf93S4ieWo9HgsN0lJbRubFRbR8kkKcb5hNGJhH4sbIZWJkMMrzgGxyE5dLdufpI9zCwB1sZxaLbBhg3EFrDxpVJ0o/v2pfzf0SiNQXeTMxlSl/MfTq9e2RJuHlVV9OGk09nkN7t+NguidaJCbY1esO+6FFGAD6Pfty/x/Krh27YnlF+3jnj9khLgiiuAv/7VH8U9kyHF4R57ZLD//o2+yAiuC7z1VgazZzfhq6/K0K/frjkLziBHFHu25S6s4jEwyBdz5wKnnEKPFy/knI2mpgToxZ3NgOKfrXyoG/b/rcojHjZ/uExFzn6zLFQ6C4/OloZ8L7tI0KkIdGoDf0h0dWjL7HCEbK0qZ2tZmEq+XLXN9wPk+Ret84y114EZ5CzMpf2OJsHbA/GDyOGDCfreyNqI7XNZdGHSUylZ+HNdaEoxnCX/GxL7gWTNtlX2gPgfxJer2mfDdX+maG+ww2CU4XljwoQJsCwLbsAMaZMz3ECGF17w8oazcOnvvz8aZLNtBjADnTO6T2dFLipwmd3J19ltx7JJlrrnPYPMlFLZkfwaaKdCPNfJleJgw9iAhSKpO5IAl/UT9mar2gUcHxQinS+TkduFsC/l/evewVjKLd5uFMOjs0VWrpqcWSzwqbcMOhzF9lXuojnDi21TGjLcwEDAU09NQ3NzSkrsZTIOFi1ai48//hZTp+6JPfbojd69y7Fpk9yxGolYOPLI3dv277tvg9I2y2SAp57ajLvuGoLKSvpplpcDJ51EKaS3bqX/0e7dgQsvBM44w/+/1727PhJ3ebn3/r1unZwIB4i3raz0QlpbFvG2usjgbVG4HSdcTHX+YVBerk6QXlrqDTqI7RfJ8HhcroBmqKigi6ur05PxW7eSqpuhsjJ4dkBVFd2L+fOB7du9cnaeysrsvOLJZHC/IrlfXU3jk92baJTGLSPCAY95TiR84wjKDy9rM348MHu2vK1l0aUmk8AttwAffODVlZUBZ55JH/HatXTbjjwSGDUKOOusJJqbsz+aTAbYvNnFPfekcPvtJcGDNTAwMDAoCubNI6dlIuEtzc0xuG4M5Gxj6nA2U53lD+ehyiOeCyGu6y/GLRF0TnW4SgUuU+voiG9ZGz3hzSBzRuoU4mEJcR3ycnCqOpJtq8raS6Tn0zaorjNCkdeRRy7OTP4YGaEuayur8zstdQ5GnRpHpeIJIsH5CTd8G35f9k4R5KQxDstOA0OG541ly5Z19BAMdmLMnQtcdhnZlaNHUwSir77qhm3b+gMYAAqZbsKlh4OK3FaR4GxbF5UIbfu6Zz9fzodD19mVQfZge+sLjs5Ojge1LVZUIX5flopHc95c7Ex+PxfbUbXoVeFhJimr1OQ6O1Vn98neb/l3X/Edlg+NbtThnQ7FTum4i4ZJL7ZNachwAwMBCxeuQTRqI5VSP6AWLlyDqVP3RCwWwa9/fTCuvfaNrDa2bSGRiOGSS/ZrK/vmmyatzZJMuli1Kok996Sf5p13An/6k6cGB0hofP31wPDhwP77e8fusw/w9tvyfi0L2Htvb3/dOvUYWD2f3zkaJY5WRpSWlHD/v/nkAE+lvNzivGK8tNRj2fNJXM72WXhwFqI9GiUiPB6nejE/uIiWFr+FHYmQmlsVS7xXL7opa9f6iXAetbV0k3mSvaQk+BqZSj6VIhK8vp7uUbduRIizkPE9elCe8nhcnXSeIZ327gX86cVVYLeCRa5vaQEOPxx45x2vnPH6/fvT7O4rrpCnQ3/0UeDqq4H/9//4Ibl48cW08reSyQBPPmnIcINWmJzhBgYdgkWLKKWFpwyndV1dKWgWvSy8nIrABvwv92EJcVlbvg1Th6dACvFk635nVoez+xYRym1hX+bgFFXhGbguhavXKyL0SgtZrvBCEOI5IR8yOQwRvqOdmrnU88g3n6N4bJA6XPFMlTkhVdthSHC2qNTfqjZ+pyWv1OEVPOJvKSmpy3B1KmclP7EkF2eTnEDQozNN0DEwyB1Dhw7t6CEY7ORIp4GZM8l3MGUKBcB79dU94LpbANS2LjUdO8idAqqw53zecHHN25yqOs/ODnr2qwhKtpYpw3W2pMjlhiXSQ0E0VlR1YfZ15cUmwMPalDpiXHVD87nRGntS9f6hqg/zDpPvIie6ZfalKkqXaGPKjpXZmIWASH57fbvuTwp4HgODHYti25S75hQCA4N2oLq6MjD8ea9e3dq2r7lmCq69dioXbZoI3R49SvHvf5+PgQO7t7Xt2zcWOHGnZ08yGBYvJiIc8PPHmQxxoVdf7edOx4+n1NMyDBgA7Luv15cuejjgFxqzyOdNTWQsZDLeeBIJYYJ7mBAdrA1jUuvqvI6ZRcJIa9lxKvA3dvt2IqNraz0yu6WFBtyzp4/8DSSgxTYNDV7Ic/7iGUk+YADtr1+v71OckdC7t35WVyRCSvDGRopxv2EDjaWhgT6caBTYYw/ge9+jGGPxeF6TCJjwXQXLojYrVgCPPw488gjw5JPAv/9NEzT23hsYOhTYfXfg+OOJKJkxA1iwQD1X4uGH/eL1ZDJYoV5fH+JzMzAwMDAoKp5/PuVThicSQCzG8nMzNTZbWA5v1Ux18RkYEdYyiG3Y2ub22VjirUtnfP2RKXL4bXGfQVQgyJUHQX420RElg85xpdvW9dNutNeBmQs5HrZc5QUOW69C0DHtuakBqh3d5xz03QlyjqvaqByd6okgQWW8QlyVM5x3bopGqyP0IfuNqvqU9eNfXPeK7BtjsOPBlOHFWnZhZTiPxx9/HK+99lrb/q9+9StUVVXhwAMPxIoVKzpwZAadGQ89RJPr02lyZ4weTQupwvsDGNSh49u5IJtkKXtWQbItq/PKcrH9dMRnWNtU1SYvsyeXg/IhwnV2YaHbhqkLQqEM8jxnJOjeK9h+mO8Y3zaXRa4Kl9lxOlJcbAtJG76d3A7MtjF173cQ6sQJ6AadBixMerGWXTRMOo9i2JSd0RtkYNChOOusg5HJqGfnd+9ehqOP3qdt37IsDB9eikSiHo7TgEymAUAd+vd30Lt3wnfsuedWKwnBSAQ47LBu6N+fiNrnnlO/LzsOhY6aOdN//JgxJKjOZIgDLSkBDjqIQqozxa9lBf9f8udNJv3kuevS+dNp4mB9XGsu+bQbGtTGV1OTnx21LPKw61Ba6vWrUmTX1BCRzaMkQF3MnCKOAyxdSkT0xo0e0e44wKBBFAu8d2/v5gbNOEgm/TcvGqX44CrssQetly2Ts8qZDE2fzvVhKJDltu3x+TL070/5wZ97Dti0ySt3HOC774gkP/FEIsJHjaL+PvxQz/PX11NoNIbSUmDYMPV1RCLAhAned81x3MBcIga7MIppXBZbdW5gsJPDdWNtJHhFhUeIk/qaqbJt+ElxIDwhzkNGdOvW/HFx+EnxEGFQdih04fgAuVJHVwffOphgzEYYApNfq+qDynJGmE7ycWCq2hXqAgs1CyDfPnTqcAnEEOniqcOS2jIEfRdzc1qqSG6ZU1HmxBSPUR3HOziDHJbihBXR0QlNewODnR+///3vUdr6bv7ZZ5/h3nvvxR133IHq6mpcffXVHTw6g86MqipyaVRV8WT4oNZlADqf/dZZIZtkqXq+AdnPItUEy0xr3nD18zsIuZhoheJqAwcRdOIw+2HtwkK1LZZdWaSbzuzKMKeR2Z9hSO+gvrLbq4hmGcGsI7xlkyVldmQuNiY/Jl2/ENobu9Jg10IxbEpDhhsYCBg1aiD+8z9Pyiq3WknGe+65GKWlHoH65JPTcfnl/4emphZQCM4mAEnMn78OBx/8J2zd6oXiPOOMXpgypSKLGIxEgHjcxp/+5IWCCAplLrZ55x1S6q5eTYLrLVuo/p13aN+7DhIY69CnD62ZKlyFTAZ+YTFLMK5CJEKsqOsGh+8W68vL1YxqJOKR4bW1+n7F+u7d5e34essipXlNTXa94wArV2ZbX0GORn4WV00NSadXr6aQ5+xabZs+rAkTaL19O7T5zVtaaDIAQw4zHxob6TLmz6dLLS/3bilA+0OH0ovp++9Tmcg/uy4J1ufP95eLvL9q6N6wLVx1VVw59EwG+MUvYnjrra047LCvEIt9gFjsAxxzzFx89FGN/kQGBgYGBgXFSy/VoaqKyHC2Li21AZQDSIAIcZ6EZtFZeHKcB/+sD6P8Vq1ZG0bMs7Gw/c4GHUHH10NoA/idHnJyXO0Iyo/EFPvk62XtQ/vWwk5ACsvSqrxpskGGbae6yDDtZdeR142SXF+hECJMOlurvk9826CFD4OuC5uunjCSDChXTTZRlav6E4/lF9GR6Wj61xEQBh2KYivDd9HcjiJWrVqFkSNHAgBefvllnHbaafjpT3+K22+/HR999FEHj86gM+OJJ4DHHqPJ8pMmAYceCuy7bwzAHq3L2A4d384D3fNHpYYNqvOeVyoiPMzCoDqW71/c1iGdJsI1J4TpPIgszsWuLHRbVX2YD0B3DUHlMqhEBJLyIJtSvCRxX/c+EnaRp91JIdsG5MscriwjbCcl/Yk2Y5BtKbMxczmGtl33/OzPwaBjUGxleBewK4thU+76d83AIA/88Y/n409/ugBVVeVtZdXV3fDgg5fjvPN+0FbmOA7+679ekfaRyTjYtKkO//u/n7SVxeM23nxzD5x4YqXPHpg4sQyffjoW++zjnY9PJ60Ca7N2LfDWW7TNk46OQ5zyCy/4jxs8WC3ijsdJ/QvkZxu2Ed4iYjEvPLnjBLOjfMcstzjL+81gWRSuvEcPj2QPiq8tsvslJZTnW4bycvLsZzJ+GbQIx6HZBzz69tWPg804WLEC+PZbygHe3EwfWEsLkeIHHECK88pKaiuq2mUQ2wQlAY/FsG0bheWvqaHbl0oR797QQCHKxowhIry8nNps2KD++CyLLofH2IB3Vtv2hO9LlmTwzjtJHHqohTPPpC8p+66y38yvfhXH5s2bcNRRRH47Dn1Eb7+9FYce+hWef36j/oQGuxaMMtzAoEPhut0QjSJLIW5ZPAEekSwMhSLEZWBt+LHwS2eDSHDrQlsGOUXQtiaHT3hCM4z/TOaAEut2CIKIZlU7naMxqCyobdCYwjo0ZeNWleUKndNSczrdsMR63fcol3eMbKel6PhDjuWy31ZQ6HRo6tl5VIpxWX+GBDfYdVFRUYEtre/Gb731Fg4//HAAQCKRQFPQhHiDLo/Ro4F588ieZOrwHj2qQOrw/gCqOnR8OxdkzyKxThV5CPCea9lqVR15HdbEEY/l93PpU4p83+HDDC7svq6sPfamWJfLjcn5Riqgur8BfpQwNqWOBFf1F/TuIt8W7Thw2zo7TjxWZnOq7M2g9zrxXDrbUlduYLBroBg2pSHDDQwkWLduK+6//3XU1Hgq2y1b6nDFFQ/i1VdntJUtWrQRy5dvkXUBgMI3v/zyV237mYyLCy+ci5deWgrH2QJgKyKRrfjii5V4+umVvlDPZ5yhzrFs28CIEcA+rdHav/hCPSHIcSiyNs/VJhLAyJHZPGnPnsBee/lTagfBR4qm00TGigOPRulkjMgOE8qbXZDrEjO7ZQsRxamUZ9nE4/SWlMtsKP7cDQ0Ub37NGi/keSxGRHT//kRYW5YkHrwE9fX+/QED1KHdS0poJkNNDZ1bhoYGkmrzCBOGnr9v7HNQHVdSgrRjY/VqeTUTvfPgo9fL4LrZfPxxx5HKXPYx2TZw+OFATU0Ghx66HSNH1uCII+owYUIt5s1L4u67Yzj99CimTo3gJz+J4tNPy/DrX9u44orvAMAnlGfpAS66aCGamowxaGBgYLCj8PzzDVm5w+kRyOcJZ+HSGTnOI1dCXAYdac7GEOeWzpa7NchZKdvnnSSycH5eexUhmas/rNBEtwO7cJOOghhaXbv2OiWDbkx7bnaxHZesTqLc0TktVcMLcyv44/InzXN1JqraipNQciXCVQR3GMdlBq57je4iDXYkTM7wguCII47ARRddhIsuugiLFi3CcccdBwD45ptvMGzYsI4dnEGnxx13AG++Sf//gwYB48bxucMHweQODwsZ0a0i+fht3XOQjpc9p4PmCKrqZdtBZWHMupyQywy9XPbzLQtT3t6LLrRBn+MpdTYl3ybMd0r2bhPUTvfOJLcdZbai7BhxMonKduQRZGPyhLiuL5M7vNOh2KKdLpAzvBg2pSHDDQwkOPfcu7FihV9d6jgu0ukMTj/9D9i0iXJSp1LBD5pk0mtzzz3L8Nxz69r6A5y2/OR/+tNSvPzyhra2w4cD111H2/x7M4VUB+6+2/vf27pVTZwzbN3qbS9ZAsyaRVxsYyMt9fVEWPIptMNwzG1jy2TUTKloxdh2MOPOiGQ2QBkaGvzh1MPkFi8ro3VdHamyWd+uS+Ovq6OxlpbmRt7zbVjf8bifBbZtoF8/YPx4It2DYuFv2OBne4NCulsWqcgdhxjp5ma6JtYHC9HCxhWJYNs2Pc+fTPpvf/fuej+OZWWL4isrgT/9iSkF6TawPsaNA845x8GBB27Hxx/7Ld1vvsnguusacN11MXz4YRkefbQUBxwQwbPPbkQqJR+06wK1tRn885+b1YM02LVglOEGBh0O1y1HOk3z0/jFshKg8OQJ+FXifLh0BlnYdBtyBXiu+cNjrWNga7Z0plehXEJa5hLi0lOFt8dxpGrP9vm1rM+g8nZD5ZQM61UL0yZMud7zpm6XzzXmWi9DCOUOvx/WaZnLdyrc9078nvMhKmXOyiTUvylZCMuMoqwYi3g9Bga7Fv7617/igAMOwKZNm/Diiy+iV2sUtlmzZuGss87q4NEZ7Ax47jlg2jQK0jdlCoVLHzOmChQmfSwARWQ/Aw75PqOClax8xKH2PdvV9qTMzuBRFFtSPIFqO5d9XZv22Juq+jA2aJhrLDBk3evWQaZ10HG62yGPNhT2+y8LkS47jq/jQ6jrFp2tGDZsegAxYGCwk6EYNqXx8BoYCFi0aA3efXeOtM51XSSTaTz22Lv45S9PwahRfdCjRxm2bZOTtZGIjcMOG9V27D33LFMSj5EIkeUnn9yvrez88ynk9GuvEckXiQATJ9Js2VGjvGO7dSOCUUeId+tG6/XriQynMfmJ0IULKRQ2yykeidCiS1Pdpi4PCk+eTvudbRUVUDKxfA5wUXEtoqHBn9y6e3d1OHHLohvhunoiets2Cr3OiPWysuAb0b079btiBcWtF9GnD7Dbbv4ZBkEhPRzHCw8P0EyFnj39MxvEc9i2+vozGeqDY7N1OeH5NuXl3hDGjQPmzpV/dK4L7L13dvmECcBLLwFvvEHf6USCXmr32w+4/vombN3qZt1edvk339yIl16qbCtfvboF0ailJMQjEWpjYGBgYLDj8MYbNTj55KosdXhTE1Nip+Cps9nLegTZZJCsTFbP1rbQl7hmYONohl8d3pmcBjJnTEQotyF3foh9QFjLw8Ln45zkzTm2L65l5wHaOb+oUKSxql3Qvq68vWPjy8PcJP5Gq256Pjc7Gs3Kuam6Lfk6LWXI3WkJoQzI/j3IHJRQHC/Wsf8FmysT/1MiQh2EemjKDDol7AJGqpChiyjDq6qqcO+992aV33LLLb79yy67DLfeeiuqmfPBwIDDm28SEc7U4QsWAPPnDwIpw4cC2NLBI+zskBFngP/ZJ65jQhsIdV4b1fM9LAcr2pQ6OzJnG5J1lCtyPSYfO7I9ZbnUy9q29/lWALsyyAxWzSvIxRbVcfy0H4YA59XYjqJMrOf7FrdFdbcI/p1UZXuK761iO8B1r1D0b9AhYIK0YqEL5Awvhk256981A4Mc8fXXK7T1lmVh7tzlAICSkhiuueZwqXDYti3EYjYuvfQQAEBjYwYrV6pzPmcywJw5tW3727YBBx4IPPwwsHo1iYQ3bABeeQW4804/ETlpkpoItyyK+N2vlWNfvlx7eVn1qvDWAHHEbdceJE0X84RbFimUxZtXWkpEtGVRex0BDWST8NEok6P5yyMRIotjMZI6BxmP27f7xzpggLptPE4k9ebNciIcADZupHpxrEFgTpNk0kvWXV7u/1AiERpfnz7B1yXcrzBDYG1YxPoJE7zvkyieP+IIdbr0bt2AH/0IuPlminoweTJdxv/9X1L5MWcywCuvpJBMet+doUMTSKfVcvZMhtoYdBEwA9OEtDQw6FC4bhXS6exQ6ZQ7nKmyWbj0OLyw6TLIFOJ8uSp/uK4vRoDH4A+X3pkgOld0JDdfF5xb3HWd0IIRnXpDVqZa5wzeKNEZKGFPpFO55OvAlLXLheUNg1za5oqgUOmSoei2VU5LVT9hv4P+/nROS0jKgWzHJDTHin2IeSPz+U3qJqqoJrIYGHQtPPXUU6itrQ1uaNAlMWkS8NVXpA4fPZoI8cGDE/BCpRt1eHiIz0hWpnuOygh0tLVRPdd5hHnmy0jMIAJUB3FCnw9hSakg4yfM4MLYi7nalbnak6rjVePMtd8cSb5c3i905UFEuKyd/9J0BLjObpOVycrFfoIU3RC2RdsTkm3Ab68am9KgayMXm9Ioww0MBFRWlmrrLctCZWVZ2/711x+DlSu34uGHP0YkQoyg47goK4vjpZcuxbBhNCulpMRGLKZWswJAt27eT/L//T9g/nw/x8wIw4ceAo45BjjxRNofNgzYd19ghpfOHAARjbYNnHoq7VMIae3loabG23ZdUgUzoXEkQqRnLKYnyQPR1ERsv4hEQk5k68Daui71uWWLR7rbNg22Vy8ikFnbMEYe38Z1qZ/u3ekG8qR+eTnFtLdtNRHOsHYtEdYMffrole9VVXTejRtJ0i+iutpTsLNrC5o8wCYltLbv0YO6VyESoY/k22+BTz7xPrbycmDPPemjbG6mS5kwwX95YdHQoM/H7jj0PWSR9c84ow+uumoxmpqyJ2BYFlBVFcUPf2hejg0MDAx2NF55hSY9iU6IbdtK4X+xd+AR0SIpxSCqMIMU4MwokdUxQjwBClXXDC9UehKkWu8M4EM8R7htm9tnCvswIdJZWzo2nba1TqKwCztGpgjn1zwC/WX5qnjYYGTbYerzIcXDnEeHsDeHbxekAlchbFuhXZAjkt+WtS3Ukl8oy1xDWCaFesD/vyHCQbCmQGWP+21X170xoB+DHQqjDN+hcHW5ugy6PG64ATjySCLFR46kqHLLlwMvvzwSdXUbAWwD8FHHDrLTQ/XsY5NTVeQca8Pbof42rhuR2pVh7Ed+YeZfkD3Jm0E6ZP2Ft8e+5FFIUlzXd5jysPU6+7JQzzpVZCIhDY+OCNfdWpmdqTs2vF2psyVTyLYNHUmZ7HjdPri1QZdAsZXhXSBneFjkYlMaZbiBgYBDDhmHXr26KevT6QzOPHNq234kYuPAAweisrIZmUwDMplGuG49xo4tw8iRHiEXjdo49dR+bYS5iEgEOOecgQCIYHzsMTWvGYkADzzg7VsWvSiMHOknqHffHfj5z4EhQ/xtdeCPb2ig9NeO44WsTiapPCs9eNDLvW3TyVMpOREOEKvKk8NhcoCzEOnbt5Pymv8DZCzqxo3+8qB85Xyb2lqakrxoERHtTFldXU1TlPfYw2urym3O0NjoH0fv3l78cRG2DQwdStclI8IBut50ul0PwJISGoYKAwcCc+YAr77q/9gaGoBvvqF5Bj/5CX3/8iHCAWDSpKjy62NZwLBhNioqvLLu3aN4+OE9YFn+rx2JeC08/vhoJBLG2dRlYHKGGxh0Ksyc6c1tY+rwWMyGl6+b5QxnJC17Jsv+t4MU4jLo8ofHFUtngkyFw/Z16gOVuoB3XDpSB5TO2cRD5swU++LXsmNlziytiicX5EKK57PPymTtwjgsVe3COGnzJdplEJ9rEiJcth/m9uq+FzqE/x6KShmds1FUdOuck+F/R157Xf8Q2omKcwMDAwODILz1FjB9Oj2mRo4kdfjo0YAXKj1PB0SXgSpUOl+nSkXC2jBkP+tUz/yw5o7YLogkLQSnnRNyPWE+dqaqTEeQh70ZQf2oxpUrmB0ZwneiszFl22LboCXoGP/3W/Vd5+vF34TKNgxja6rOrbM92dhU9qg4XgMDgyAYMtzAQEA8HsOf/3yBtM62LZxwwn6YMmVsW9lzz32C88//K2pr6wE0AmgA0IzZs5dg6tT/h+3bG9ra3nTTKJSW2lmEeCRioW/fEvziF8MBEHerSyedyVB+b4bVq4EbbwQ+/9yLxr11KynFxWjfvXuruVPL8gjNTEbP7dbVCTmjY/JclFn1DQ36dvX1/o67ddMPuKKC2m/Zou4znfZL4hMJYoF1qKqiD2HhwuxQ7Ok0EdTibIUgqTybEADQfVi+nIxFX7z51nPvtRcR5TrZNgBs2pTbGFrPk0pR18uW0WV27+7/CMvKSPBeWgq8/766uxkz/NEE8sHVVyeUEz9cF7jmmgQs4Tvw4x/3xYcfTsCxx/ZCaamN8nIbJ5/cG599tjd++EOTd87AwMCgo7B0KT2axcWymBKbEeEsXDkfLj2CbKJbLLMl5WK4dBUhzgj5hLDdmV6JmCIhrMpALOOPTWa1S6dp7iG/DrsAuRHiefvxCjkJScXI6jysqv2gMrE8H4dlLt7esI5M1f0UnZaafOG6z191G2TH5brIfw9BCp3s771exSPrP+wikt3iEnS8QacCU4ab1DsGBp0GL7wAzJtHucMPP5yW3r2HABgLYC90LhuuMyKJbHWr7rnH2vDP0hRX563FZ3audmWQvcnWOhNNiUJOalfZW2EHGeYiwtqU+Y5fZ6zJynI9l+JeO7ClXco+a1WbQi3Z0YaA7O+/LKJQPqrwIBtQVy8bl27SJtW57nXSz8CgA1Fs0U4XyBleDJi7ZmAgwXnn/QD/93/XYtgwb6ZpWVkJrr76RDz33K/biDnXdXHDDU9Ludp02sGaNVvx6KMekzh6dAU++GAy9tjDC7NuWcAPftATn312EPr0IYK2Rw/9u7JtUx5wGgPw179mi46Zkvvee0kczbDbbup+LYsIUMALja4CC6HuG5RKcR2P+3NfB3XMM6ORiD8MON9n795U39ycTUyL4El4yyLJs+rBMWAAMcPr1gmMvwAxLHp1AAlbXU39LVsGzJpFx2/ZQkR9KkXJtvfdFxg7lohw19XPihCvCwg2+KNRNDZZWLKEJk2wMOesmxEjKPz5yJE0D2HJEr0dbFkUzr89OProOG67rdQ3fLY+//w4Lr9cHh1gypQqvPLKXmhsPBj19Qfjuef2xKRJle0bjMHOB6MMNzDodJg2LTt3OAV64dXYvDJcnFAXRiUulgcR4gydXR2uc46onC46VWy24xKQk5QMYRyUqm1+LdaHgu4/N+z/cZAjL8jrptoPKgt7oWHa5+v0zPeZJTlO5zNV+U/b4/gW+/GclkD29xtCueggDOOQBLL7lym5ReJa5oiEpF4/Tte9GQYGBgYGerzyCvDOO+SzYOrwceMAUoYPAqBxcBm0Iui5lMvzziuj57Se5Azz7A9rYwaZbGwtjTgUZB/pjFmxjape1qY9dqVurLkYVqrxFRsBYdJ5BL1bhIX+NujeqwD1d11XLvYFqO1O0b5U2Zsqm1cVqUGsMzAw0MF4eA0MFDjzzIPxox9NwTffrERzcwpjxgxCRYU/n/iiRWuxZMkGZR+u6+If/5iOq646HgCwfXsSl132Gb79dgts24bjWAAcfPjhdsyfPwRDhlD/lZWUD/yf/5RzvI4D/Md/0PbChcAGxRBcl0jyGTOAKVPQ1veECcDXX/uNg7IyeqlgUbudEM/SNp6YEdiOQ+Q0q2AJxnnSOZeQ3vX1pHzm+6Ok0LTkAp7Urq0lWXQySeWRCI2zvBzo2ZNuBqAO586wfbsv/zYGDiSGWfahRSJUv2kTsGpV9pgAYM0akmgHkeo8+PvJ+otG5VZjJALHjmLVKvnn67rEz48c6ZUFTYqwrOA2YfCb35Thhz+M45FHWrBkSQb9+9s477wSTJkSzVKFGxgYGBh0bqxdC5x9djYZ3twcg+vG4c+JzZPi/IQ5MWc4XxYmf7j4oOPrYvAr1GOgPOKdCSLRzcYfxkkZU+zHWkOlk12mIrmDSEpmZrBtVsfKeTOEr2dQ+iNl9ovKpskFuTovVe3CluXShr+J+dTLIJvIpdsPIMJ1DmuxLFeE89/qSG3egRjGmSi2EZ2XfNsIV2bD/9uLCO0ktr+0LEydQYfB5Aw3MOiUmDkTWLwYGD86iXHj4hg3DliwoBvWrRsCYAWApTBkkAoqYs6G/xko2poqO9RvY4p5wxl0z3XRfhBtSXFbPJYv5+3N0CZTLrZlLqS4zt7M184MU6drn8tE0kI+/xR9BdmQqgkOYRfZ+fK3L8V3Lv4/RiSm+f7Ecr69zP6T2Zuq92D+vMzPztobdDoUO2e4UYbnBUOGGxhoYNs29tprmLK+pSWlrGNobvbaXHrpF5g5cysAwGllI0lh7eLkkz/A0qUnoV8/IsT/8AcKT11b6+dWbRs44ADg3HNpf80aIiRVAuZIxC9gXrOGwqkzW4fxjKNG+fnlMO/qbW0YEQ54hDW4Or4skcgOO86DhZBrbs4OEe66tGzdSspwRlqXlOhvAuDlFl+3jhYemQwdO3y4X92u649vY1nUx7ZtdBPr6vwK+IoKklyXlgbLqFev9shwy6LZC3yIdxGVlTSGZNIj9xnYRATLaguhUrddztUzpFKkEmc5unv1UrcF6GNnbWpr6fIiEZpYEZTuXcT48VH85S/msWSQI4qt3jbKcAODvPB//1eHk0/uhnTaHzaxri6BbIcCIH/xbw8hDkUdAJSCwuA1gwh4fr8zIAVvzEl4oeQzXFlE0kbl8Ez5jk+nbTQ3+0ltcV+2iCS4jEwXiXCZL07GdzuwYefjyJZ51WQnEcvydV7mUhYWYQlxcV0ICP0EORP5fbE8F2elzmnu1QWpb8LU86EtdWFh+bpCQdeXIW0MDH7yk5+gstJE9TIIxj/+AVx2GXDvvXGMH+fg6KNt1NQATz65F4Da1mV2xw6yU4N/NjKbULQreVvT4cpUNiWLOBTzPbtl9iQTT/B2ocx24PfFNgwij11w8luFHUmK68pzhcoQD5p1oEKYthLbUrdm2yp7UmwrHhNmyQ6RHta+FMuSkm1dNCIge9IJD/G9VTWZW4SsrYFB10UuNqXx8BoYtAOjRg1A9+5l2L5dnlw7ErFx8MGUX3z9+iY899wKZDLZBCsR4hn87/8uwQ03jANA6twXX8zgsstcLFgQAWAhkXBxySXAbbdZbSmvy8r0nK3rejzw1q3Ap5967XmD4osvqC+WMzyRIGG2CrbdmmPadfUyckZgMzK8vJzYVtUxlZXUlk92LsO2bR4ZbttEQquU3JZFiuvGxmwinCGVAlau9MuiKyv1CbHLy+ncW7eS1J4R/+x6+/UDhg71xum6+psKEJHOo08fSYJ27rr69KF49bLw86kUkftcfnRfaHsFmps9MnzIELq1TAQvIh4nnv+uu4CXX/bmOZSVAT/+MXDeeWaymoGBgUFXhOt2a1OHV1TQs4Wpw1MppsZmBLUDUoaLs/CBcIS4DDqyPMYtLEx6Z1OH68g9sQ6KNqLzxXNcAmoHZC6EODtOVICLnK3Ocan0w3Wk8zLMvqos7FiCZgiE7bMQodGj8nzhKtKabcvaBn2fVO35vvxOSx5hfxey77/ueLGNTvmtU4yLMI7KnQrFVobvwi9Fc+fODd12/PjxAID777+/WMMx2AUxaBCwYAEwdlA9xo2rxLhxwPDhCSxbNhTASgBfg4hag2zo8g2rnqMxSZm42G0Rh8I840VbkrcRZTamqq3KfOLLHdiwZUZoe6EygoK2w+yrysLU8QgjqS8GJCIFHZnNynW3TOxDZTuK/cnbyN6f+DrVWrQpVfaleA5VW9l5ZaQ4rxKXtfUUbCb1TidFsZXhu2gU1WLblIYMNzBoBxKJOK688ljcdtuLcAWm0LIs2LaFSy89CgAwd+42KRHO4LrAzJlb2vbffDOFk05qaHUIAYCF5mYXf/+7hUsuqcCoUfTg+973iJRWia0dB9h/f9pesEB9LZYFfPutR4bbtlqUzLhlywKQCeHkcRzv5d+2KSl6TQ2yJO/du3ty4qBc2S0tfpK9Vy8qaxQmJtg2hSePRrNzfIuorSVSmanD+/XTk+H9+9P55szxmGJ+vW4d3URGhlsWjUc3eYB3kiSTNHGge3cvRAC73liMmOp4XE+ws+tp7TcnxX/r4cccQ7OxeeE5u5STTqIoBu+95yfLGxuBhx+mj+SSS4LPaWCQN4ptYJqQlgYGeePNN4FDD80mxFMppsTmFcsR+FUpPFSz4sV6Vbh0WT1PgtvcdmdxpKqIb3ZdOuck34ats0OlqxyXPIII8SCCnCfH+T7FMh+K6bwMUx/WORlmfEFOTdVNCLxJIZBjaHTZ6fl92S3SOSPD9K0iywkqYluEyunI16l+S0A2KQ5uWxetQhWuElCT4HSs6/5RUW/QoTBh0vPGhAkTYFkWXNcNTHGV0YUpMzBQ4IYbgDvuAMZelcCQQQ4mTLAxYQJayfAVoBziizt2kJ0aKiJc9XyUlYkTMOmZKIZKV5HgqkUXJl1mT6rMJxUx7kMhJlqqTpovKZ5LWS5j0s0+bQ85zpPemj5kudtV9qPu+yJrL2un70NmG6omTsomGovHsm1xYiYg/y3xx4tQRTWTqcRVfRh0ShQ7iuUuOsmy2DalIcMNDNqJ//qvH2HJkg34+98/QiRiA3DhOEAiEcNzz/0nRozoBwAoK9P/3GzbQlkZPdy2b3dx2mkNQtRrF64LbN7s4kc/asCXX3aDZVkoKwNOPRV45hl5v4cf7hHc69erVeSuS1HJGb/M0oAzMj4Sof/ZRIIE0Xm9yzsOkctikulolMjsfB0ENTV0ccmkFxK8tJQkzZWV3gMiTHJrngyvqCDCm6nJ+VDsgwdTfvFFi/T9LV8ODBjgkdjV1dnh33lUV9M5Vq2i/OM8SkrowywtpQ/BsuSKcBGpVJs6vLJSnWOeoVs3YOlSCqe/aROVsTTt27bRxzhsGLD33jTEd99V9/X008CZZ+ae4t3AwMDAYOfH1q3AkUfS49TvlLDR1MTCpfPQ7atmxYfNHy7Ooo+DwqPzYdIT6DxkuCpEJZ9vXQx5yW9HuLZ8WHWq5x2X+YRMB9T7QL7h0ltVPIVyUso8aLoy3XauZbmMcUen4xBJcW5f5UyU7cu+B4Vagh3y/O+B/x1kuO2k5HhxEUOnFwo64t7AYNfDsmXL2ra//PJLXHvttfjlL3+JAw44AADw2Wef4c9//jPuuOOOjhqiwS6Afv2A9z6O4/uj1+LQQwdg8WJg8+YYPvpoAoA1ALYB2KLvpMtCtBEZ2aazNSPcMbZQ59mjruvZlbwNKYZHD372q+0Mvh++jJWHQq42pmogQbZgoUlx3diA3CZWyuxOceZBWPCEeIBtqVqrPnvZZYQlvsW67BDpYexLVZ2qnW5SCSTrsFCFQw+aKG5gsPOi2DalIcMNDNqJaDSC447bG6+//gVqahoBWABc7LPPCHzve0Pb2u2/fzX69Elg40Y5IZvJuDjtNGr/9NNJNDbKietMBpgzx8GMGRnstx/9hI84gkjK99/3uNHycuDYY4GjjsrvurZtk4uiGxuJi23jrW0b2iTUgEcEy4hwgCyUbduIEGdtS0tJFa1CIkFtt26lPNsMrkvkbyrlSdgZYjH9OAEy2hgZvWKF109JCTHJPXoQYc1Cj2/dqo9T39JC18xi1Q8eTAyyTB1u21S/dm02Ec762rABGDvWu09h8ppziMXoNm9RvCP27k0RBN57zx9xZft2WqZMAfbZxyt/8UX6Lqi+ApkMheY/9tichmlgEB4mZ7iBQafG229vwemn90IiAd/S1BSHR1hFkO2c4wltHrLZ82Hyh4vgw6Szbebs6yyhjWWOm6Acj7wjRlSHewuf4xHQE92yRRbaku3rQlrmzf3m4sBUtcvXeRnm2FzHlJNUXtFfHnkbVXUObO0ly5yLurUOQY5Mz2npjU7tdARXJm4D8t+FzEHJynmIIdCDQqfL/muMo3KnglGG542hQz2/x+mnn46//OUvOJZ7ARw/fjwGDx6MG2+8ESeddFIHjNBgV8C55wLXXAN8f3IV4jUbMWFCH8ybB8yb1wvbtg0HKcQNGS6HisSzobc1xWenaGMzu9L22QK52JS8LSluhwmXrjOxfAWyhoUgpAtBhOdiu+ra5BIivRC2ZMihBdmLQeS2bhH7kdfJJj4GRUEQ7UnRduSV4EB2/+KxKoi2pWzN26j+Cd6u+wdN3wYdChMmPS8U26bcNfX0BgY7EP/4x6f48Y//jJqaevAPzs8/X4ipU69HbS2F7Y7FbPzhD3tL+4hELOy/fy8cf/xAAMA332QC/y+/+YYemJkM8Oc/A48/DqxZQxzqli2k7OWjkwNA377q/0rLIiLUsoi7VUUHdxxPLdx2YNAfsG2TJaJTZieT/ljvQVLiHj1oMKoc4ACxt3y49Z499X2WlZGHfskSYPFibzyuS2PfuJHGyeXgDvXwYW1SKSL9e/akhyJPZJeXU8z7khK9cjyZ9H84YcKi2HZbuvL16+mjqKjw+2OiURLBd+sGfPghlcl49k8+8Ueib27W3wL2fTIwMDAw6Jpw3V5Yv56eO/xSWmqDlNiMjBbX7CElIw8iknpb2OePk9WxUOmlkqWzgCl2GPHNbzNFK6+KTXJlSWGd4Y5JwXVTbY6i5mZa+P1cHVFBTiqdU1QJNtmp0E6EXJ2XKg+drCyMp048h6ofVbswfakQIqwl36XqUsU2smPCfB/ktyeMMkfmtBS//0FEON9OdT5+UbXLbXHdO7X33sBgZ8fXX3+N4cOHZ5UPHz4c3377bQeMyGBXwp13Au9NLwOam3HgpCSOP56iIQITAHwPQJ8OHV/nht8W9NuKoq3Jt5XV+e3RVMopmk0JBJfxYGUOcpjgFNQujF0msyV1hpRsny/Lxb4LOlZl5xYSCkW4CNXnpzODczW7/f2IZLW46Op0diiEcnE/l3OEqVfZowYGuy6KYVMaMtzAoB1wXRfXXfeENIdBOu1g5cpNeOyxd9vKzj9/BB54YD9UVnoGgm0Dp502BP/+9w8QjdJPsqrKChT8VlXROf/xD1LxAmgLa55KEZH517/684SPHq0Pkz5mDG3X1enP3dws5CjXGY6xGDGiLS36TlnHDCUlfqU4A2PtmXI8SJXOE8eVlWqS3bJIld3cDKxcqe5v+XJ/aPLqav35y8roWtauBT74gBKzr1lDY0+liIHeZx9aunUjxjrow+cTuUejgWy0Y0exejUNobaWTs1udf/+wIgRwO670/yCZcv0trHr+iPDjx4d3H70aNqeOzeN115LYs6cNNwcFe0GBkrwZEmxFgMDg3bho4/WZSnDKcALI79FZThTaDOo1HRhVHY6spzlC48JS2d6ReKdkbrwfjrCkDks/WW5OB3zdVzyffFlPKR+u3z+e1Wdq+pkx+mchbr+w6IYDshc75Uml7jqs5L5bvnyfL4fquM9yJx8Koeh7JgwDk1A/rsRjwc8J6SsTnecqsyg04Epw4u17MLKcB5jxozBbbfdhmbu3b6lpQW33XYbxjCHg4FBO/DqqwAGDQJWr8a4ccCECUD//t1AecOzneYGDOxZJ5sIJtqasmemPr94e23HIHuU7fPlDDlzx+19xw9ia3XHsG2ZnRlkr+oNp+Ih6H4J9Xy+8DDvA6rboTpedqzs9upDpHujVSOIABdtP907GutPXCDpS1yrxmvsyk4Npgwv1rKL5gznUQybcte/awYGRcR3363Fd9+t1RB7Ll544dO2vaVLt+P22z9Gbe0GRCK1sO06OM5WzJ69FLW1Hll85plxrU1TWQkcdVQMmQzw8svqdpGIv75XL+CAA7z3cMah2jaw776UgwkIZ0+1tXFdf1JxphSPRDwinLULi1SKQpSvWUPK7mSSSO+KCmDoUCKNgWAiXGxTX08Dj0T8BHJlJbDHHqTO1qmy2XXw0viBA/WOjWHDKJT6vHleaHR2LxzHY59zCW8i3stEQt22rAwbN1k+gTyDZdGlsI8NoNutG4pt+8X2hxxC3yvZMzgSoQkWLS1p7L13Db73ve04/vg6TJiwHRMmbMfMmTvIcDcwMDAw6FC4bn+sX59NhtPjKwGP/I7DC/vNq78BPfEdpA4X6xnikoUpxjsLwihSxbzHvBpcTaDz6vBcHZI6J6RuWyzLvtq68JJtAAEAAElEQVQihykO67wMIsJzcUCqHJaFdGTK8jXKtmXHccMRt4NuQ1B7Wbv8nZa8I5FB54QUw1eqwlnqiHBI9nnnpVgXRNYbGOz6eOCBB/DOO+9g8ODBOPzww3H44Ydj0KBBePvtt/HAAw909PAMdgEceijw6XSKPjikuhGTJhEhDuzWuhh1uBqyZ2wuBLjM7qQ2hSLAAbX9yK/Fbf44qT0SMjpOVoe5IIxdGZYJDkt661hi3X4hIBMPSGxLHYktK1O9OwTdluwy1QTFXL/zYn/QrGUQbUdVXRAhztuixr402PVRDJvSyJ0MDNqB5uaktt51gaYmIrkdx8Wxx/4Ta9bUAwAyGU9avWzZdpx44r8wa9ZZsCwLe+0VwUUXxfC3v6V8vKdlUZ9//GMpysosbNlCUbdVyGT8yvBt24Dp04kALSnxJr/vvz/AR50IM2k9GoVHhLPB6VhUPrS4ro3jkPqal547Di2bN5PnvLKSynUkMEMiQWNcsoSk0QzsZg4e7L94RkzryHvR4ho8mPKW8+W2DYwcSTMMZs5U92VZRIjv3RpCv7w8+PyVlXQ/mMSbtU0kPGY7GgViMWRc2yckl2H7dk/g3r27/tSO46Vhr62lj+rKKylcGTuPZVG7vn2Biy7K4OCDt2eR8d98k8Ehh2zHrFlVGD26a6gkDIqEYqu3jTLcwKAgeO89yvWY7eSIIZUqb23lIJuI5l/0I4qyDLcOyh8uEuIJAM2t6yQoTHqytayzQMyrDmGfzxnO2vL5xJPC2svLnkpFEI1SnsfmZvrL4wP1sHSKzc1kZoQhy8VtPiWjrIxHu/9yg7xuQcfptsPsh0E6nX2hsrJ8+tE9EzWEuc5Jqfqc83VY6utVEz5ydVryE0N4x70YEjaItGb/HTLo6gC90sigU8LkDC8I9ttvPyxbtgxPPfUUFixYANd1ccYZZ+Dss89GeXl5cAcGBgE44QTgssuAA+8dCcybh8MPH48FC4DNm7thxowJALYBeLODR9lZwavD2WRUZkemkB2lidmTEOpS3HHUhiZZxnw2JdsGvP2wpHgYQly0J/m/cDKTbNiskNlN7SWFc2Hpi21Tyo7Pvgnt65chKIIeVxbWPpSVi5ejI8yDv0dBdmLYuly3xX7YWFQQ84LL6rOPd917NccYdDiK7avcRXOG8yiGTWk8vAYG7cDuuw9AZWUpamslsluQ4TVlylgAwNtvr8TChXLmOp128eWXm/DJJ2sxZQrlDb///lJYlosnnkihpYX+4AYOtHDHHaU46yxyFMdDCJcYB93YCLz0khetnI9a/s47FHV88GDaZ9G6dX3GYgCCxN48UR6L0YGqcOmxGF3Qtm1CDHYBGzbQAC2LvLJlZf4k1jwsi2J/b9jgJ8L5sa1aRf0xNriiIljFXlFBltW8ef5+IxGSSQ8cSKHco1Hqa+tWdV9ifTRKfWzeLG8fixEbvW0bspTxzc3kxOnRo83Z0qK4NeJhDMOG0XeB59jF0w8aBPzxj8Dbb3uGaa9ewJQp9FHYNnDggcD3vw9cfnkTmpuzh5rJkOD/D39oxGOPdQsepIGBgYHBTo833yQ1T0WFR64mEkAqFYdfZcIcAjzRy0MsCyLEdeBzlIt5yzX2yA4F71xhTkmZSifC1dncceL98feTTts5OZZki8zPyG/L6mW+gTbHJV+oahgWKmdjkKNS58DMdQysvc4hInpz20ua69Th3L4jTBBROSNl2/kssmP9ENUuOqclhDpZH7q12B//nyFOvgmqkzkx/f8/rvugpI2Bwa6HsrIy/PSnP+3oYRjswrjvPuDDD20cXB2FvXwpJk3aDfPmATNmDAewAkB/AOs6eJSdFfzzjk0Qi0FtW+oIQ38bRoa3dwHktqRsDfjtTH4/FMIS5GHtviCbMRebMsw5g2zFQhLiIaAKkS6Wse1cyW5dO76Oog35R6Z+L3SEtdhOnDSpsy11RLjsnZaVs20H3vucyvbsGpPrDAyAwtuUhgw3MGgHSktLcMUVx+P221/ICpVOE3QsXHbZsQCAzz5bh2jUQjotJ1ojEQuffbYeU6YMhOO4uOyyLXj44fpWTtNGJAKsXu3g22+rwFRT3boB48ZRGmpH4n+xbQpjDRBv29Ki5nm/+MIjwxMJclTLCHHL4tJk55r3uUcPYMuWbLI7FgN69qTOgxKWp1LEojKWf8gQUn2LfVoWhVSPRkm1rcPq1d5FVVcTKZ9UqP4TCbqOWbP84dIBYng3biSCvn9//TlVSKfp5jc1kfKbRzxOavOWlmx2mYEpxlvV82FSiPCTyWwbOOYY4J//pK5E4f+RRwI33gh8843/O7dlC/Duu8D11wNHHOGVP/98i9auf+65JB57LHiMBgZKGGW4gcFOg02bZiCR2DcrVHpzs41UKoZsZxzL6w2EJ8Rl0JHlgBciPQl/uPTOQoYDMlW334nJOzVF4luldMjdcQmEq5cR4oDegemD6MRTQefAzIesDtpub798Wa5hOgvxPNKFU4faQSluy4anqhP7UzkyvRDpDDKnZUao0xHnKtUO349qrft/CaoDssdtsFPAKMMLhkWLFmHatGnYuHEjHMFR8V//9V8dNCqDXQ1vvgkcfN0gYMECTJiwGyZMAHbfPYHvvmO5ww0ZLgev6mZ2sVgmLvwkS3Ub13VQ6EmWMvtSNdmSgbc14rq/9fYqxUUDSGY/5mpT5mNnhp08GdaezOVZGNIfE3QbZLam7t1Ddmw2uS6bQKkKg64itsUJlrwtKjtOhEiki3VAti0pEuKqtgadGixneLHQBXKGA4W3KY2H18Cgnbj55rOwcOEavPjip7BtG4AL13URi0XxzDO/xO67DwAAJBIRLXfsui4SCXrIPfJIHR5+mIVTBwCnjfu87bYaTJwYx0knUTiIc88FrrsuO7K2bZOA+LjjaH/JEj13vWED8a+lpdRXaSmR4Y7j/b+WlxMPHEaRnoVUCqip8ZPWtk2MflmZx8jKWH0RrE1DAxHZNTX0gGGS9e7dSapcUkIXrVKOM/Csv20D48cDs2dnjyUaBfbai+KBi0Q4jxUrgBEj6PyWRUT/tm3yD8CyaKyuC6xcCaxb553XtonU7t6dCPLKSmq/ZYv+epqb29TzJSXB9n23biRO/+orYOlSOn2vXkRQMNH6kCEUyX3hQuDrr9V9PfggKcKZr6c5IMosTdBwYXWB8C4GBgYGXR2uuy/KyoCTTqLnQzrtrWtqEnBdpg7nDQ2Zk4JBFzY9TLh0Vs9CpCe5bbbuLKGOVWEtZWHT2YuxLalnfbDQl4DrRtDcHGsLkc4T2bL9YoZLL/r8I52XTWyj25bthz2/ynNbDPD5MUUSXAiTLnM46up0jstcFu9Y3inJhzEPcr7ryG9duWy/UDBOSoOui4cffhiXXnopqqur0a9fP997nmVZhgw3KBh+/3vgiScqce7kKpQtnovjjx+PxYuBRx4Zg7q61QBqAHzbwaPsrOAnWQJke4th0iHZltmWKV8ZRXyyfSYIsyEZgkKms7bM5gT0ZKm4zZs8DrhQ6SLyJcKDjsvFvmzPOMTjVYpw2WyBIBs0TL3CtszlHSEsEc4PXdWvvzzIhsylLqg/nhiX9QGEsw3591V92HQTbcigK6AYNqUhww0M2olYLIpTTjkA778/F1u3eqTqfvvtjn333b1t/4QTdsP113+q7Md1gR/+cDcAwJ13blemjY5EgLvu2t5Gho8bB9xwA3DPPX5R9dixwNVXe/mdVUJiHqzNunW0iEilOFV4LkinKey3eEGOQ8QyY2wBIsbFBNM8LIvab99OknjWZyrlEe0VFf4c5UE5uBnbn04DixdTIuxkkm52aSmxxX36kNo7HidGWNen6xJZPmgQ7e+2mzpvuOtSzvKlS2lGAg/HIaI/HqfQ63x5EFwXsKw2Jf/69fJm8Tjd7ldf9SvBa2tp+d73KKc8w4cf0m1RfZ+2bgXmz6fvJQBMnBjF55+nlZELJkyIGCLcoH0o9mzLLqTiMTDYEWhsBC64AFnq8EQCaGoSVeEsdDlAObxVM+HDEN6yeoa4ZumMucOZg0UV1tIR2jBlgUpdnoHrRqBS8oiEuG6RKcL5bUCt6gH4Nq2Oy/Y6B8WOc2lXLKdloUjwfPoIUO8EOS1l7XIlvtX9qtQ3MkcjhG2Z0xKSY1QqHxG84WpzbXJRjBtCfKdDsZXhXUTBc9ttt+F3v/sdfv3rX3f0UAy6AObNA5JnjkJ8+ocYMmgrJkzoiUmTgPffHw5Shy9F57LlOgvE5yZvY/K2uMrGFPOM+9u1Vx0uKsN5m5KV69ThMm44b+jsQb5MZjCF6UNlUwbZmjsigp0sT3gIW1K2r7IvxbZhiHSxrVjmRRuS2X0Msvcm8fsutmVQ2ZdsW0eEizYmq5e9r/LtTfShnQ7F9lV2AV96MWzKrmGNGxgUES+99Bl+/OM/+4hwAJg+fSGmTr0OdXWkSh47thfOPHMUbDv7z8qygAsv3BPDhlUimXSxcGFaybNmMsDs2V4I75kzgWuvJQJyyxYiI9evJw63Tx/vuP799f+TZWW01NXJiXCAhNi+ujB/vCz0uY445pXZPXro+2Ph1BcvVve5apVHqPviuivQuzdZTJ98Aixa5IVIz2ToouvqPCIcCEdG82xxJELEOHOAsPsWiRDbnEhkE+E8Nm70TxAIIudaY5qziOmuS5MixMMqKmhYH37oJ8J5zJnjT1/e2Bg8sYIf6jXXJJS3y3GAa68t1XdmYGBgYLDL4dFH16GiAlmLZSXgz9lNyhJ/uHReocIjoljbmnqb6z/RusRaF7bfmcDIbbYwJ2RSs+bbOJI2mbZ1czOyFp4Q5/dlhDm/FreD1Bsqp5gy13XYFBm5OC3DEOG5eu+0F6c4LheEcEr67plwjAM70MkY9vLCLKrvkdppKXNMhqkLWx6m3uEWXR8yByo/4eRR9WdkYKDBfffdh+HDhyORSGDixIn46KOPOnpIWmzbtg2nn356Rw/DoIvgjjuAu+8GUFUFzJuH448Hjj8e6N9/JIB9AHyvQ8fXuaGyH9l2UtFGtEWz27iu47MNxWe/yh7QHRPGzFLZMk4u9EdY8irIZgtjX8qY47D2oOr4XMbIoz2TLFuPZfdZ97kUyqbUfxfysfdkxLmYakdm44mqcBGiLckjjI0pjgOQn8fAIBx2JruyGDalIcMNDNoB13Vx3XWPS5Wt6bSDFSs24bHH3msre+yxI3D++WN8hHgsZuPKKyfgvvsOA0A2RCyW1Z0P5eX0092wAbjsMi8KeFMTbafTwMsvU8hqhvHj9X1OmEBcrS76N0DEaBu52Uq6ugCktDS7L0Gxsnn2NB73FNUiKiqIuK6ro/jaOvAXMnSoeiY+I6qXLSO1uQjXJUZ58WKvrKoqOF96jx40zg8+oGXxYu+D6tuXwq0feihts1jkOvBtSgMI5NJSNLdY2LCBLqmhgQjsRIKGPmAAidEHDCDhuSqCO0Af4aJF3v7uu+tFDZYFDBsGOI6L6dMz6NYtgiuvJDIhGqV6ZmP/+tcJnHlmPjH3DQw46GYrF2oxMDAoKFy3Pyoq6LnE1mzby9fNK8PF8N9AfoS4DipleIBRtsPhkdd+kptX9vAhplNCnehg8RyZlOcxX6dTsCNSVs6vZccCyP4/zvd/OaxDUOe0FNvlQmDr+gp7nA65EOJC97rPQPdZttdX63daMsjUOConIZDtIOSP4fvm20MoE7chlPPH8s5MOfGtdogadGowZXixljyiDT377LO46qqr8Jvf/AZffvklpk6dimOOOQYrV64swg0oDE4//XS89dZbHT0Mgy6E0aOB5OjxQHMzetavxKRJ5N8Cdm9dyjt0fJ0XbJKkzDZk9qNsAprKDvVHJuLJ7XwJbZ3doWoj9tGGMO/2HTHRku3nYhvqxpNvP7lAdi+5EOmyNdvO9R1B910R23jg7UC+TCSwdVBNclSpzMX6XM4FqO1W0X419uVOg2L7KfOIOLSz2ZXFsCmNh9fAoB1YvHgdFi1aq2nh4oUXPsHPf348AGDGjDV44YXP4ThJRCJxuC6QSiWxevVauK1spG1bOPXUcrzwQoPUholEgLPOImP+hRdIxCxT3rou8NRTwIUXUsTw3r0pl/N777VF0G5rN3YsCZQBfYRygM6VTJLTmsZvIZMBohEXtg1YACybwnO3hRIPIo5ZvesSM7txI1kylkUXXFZGF8ByizPltg48WW5ZdPyWLX4LqVs3YNQoIpdXrNCPb8UKulEAEdiJBEt47W9rWV5i9fffzzZEm5upr4EDPYdILnnSATp3MimfEBCNIl1Sjq2SSQ2W5Q2HTbhoaNCfls0FYDjmGPpeqcKeT5kCfPRRCldd1YJVq9y28x5ySAlGjQI2b3YxaJCNCy4owYQJ5hFkYGBg0FXx2GPAmWfSY7GiwstF3dwcQyolhkuPcdv8A0gWNl0VSp2vk4VTB7JV6WxJtedSCwwxd3hG2M8Oge45LFkd39Z/L9ob1jKdzg5tybbFEJd8eEv+OK+9XbyZ24VwWnZGaJyTvnJBFQ6EI8FlyOc7Ivaf7VxUEcoqVTgUx+nWIpnO14uQhUdn/0W2pM44Kg0KgzvvvBMXXnghLrroIgDA3XffjX//+9+4//77cfvtt3fw6OQYOXIkbrzxRkyfPh177bUXYsJM/yuvvLKDRmawq+KEE4DnngN+NKwKWL4cEyYMwaRJwFdfVWHdOhYufV4Hj7Kzgn+m8jnDefvS5srkYdGz7VK7dZJlfnYlsw2BYPsSUNuUfH0bRDtJPKEMOiMoDPKxKWXlKrJeNKSDoGobJtqQzM4MIMJVBLYItZ2Y3UbVJ0UbAvxktGpiZVAdD5m9GcaGzAUOPLtS9t5K9a77RAHOZdAVsbPZlcWwKQ0TYWDQDjQ16dXJrgs0NlKbjRvrcfTRT6CpKQXARSbjHfvSS/Nx/fVv489/PgYAcOONVXjllUa4rpsVbbt7dxvXXEOJwL/4Qs+j1tcDS5YQh5tMksJ382biaaNRWk+eDOy7r3dMNBosuo5E6NqamxkXbCGV9tTulkUObYvtBBmW7M9s0yZ/cmvXpeNqa4HycloAL1y5DiUldPyiRXQT2Fgsi863555Av35e+yD1eipFN9u2aRk/Hpg1i8bHZmO5Lnn0996bzkmWmLy/BQuAgw6ibZLC6VFRAWQydC9Y7PNYjO6t69KHkkgApaVoqNWHr6+vp1tpWcGn5tu0tNDpL78cuPdeuh2O4815GD4c2HPPNE47zX8vXRf4+GMX69dbmDWrAuXlu35eE4MdiGKrt40y3MCgKEgmgQMPpOAsolNj27ZSZKs3+RcfnpxWEeLsuLD5w20Q8Z0AOfSa4YVKZwqZzgLeWcmHjY/Dc0baXDlrk+LqmHMTvjXZd3Svo1HPPGKmnMxcYu349gCZJTInmMzJya+zHJbtJZ51DshcjwlzvM55KXpoVcR1GOgimejU9Nx2PgQ2v+Sq+JId77p89IIgx6TKiZnPtkiahyXCwyKsEsig06DYOcMjEbiui9raWl9xSUkJSkpKsponk0nMmjUL1113na/8yCOPxKefflq8cbYTDz30ECoqKvDBBx/ggw8+8NVZlmXIcIOiYORIYGnVftht3iuoXPAFTjppP6xfDzzyyL5w3TUAagCs7uBRdkawSZJ8WiGVHSnui3VJrpzqUqk4mpupb9EUUdmVPJgtybcV7UsZES7alFSumGQpOzAX6Bhgfq3b1pWp6nXPq1zIcVk7lRJV1qYVfIh0ca2yI3OxF3Wh8/lyf/SCINsxbJ1sEqZsAme+qnAexn7cZbADcoan0+ld2q4shk1pPLwGBu3A7rsPQLdupairk8upo1EbBx00BgDwyCOz0NSUguNkk6OO4+L++7/ATTcdhsrKBMaOjePdd/vi7LM3Ytky70F4wAEleOSRagweHG3tP3iM0SgRlk8+CaxcydTcXv2//kXEKBM99+ypVwt360YcbDKpTwOeTnPh3isqKB63ChUVNCieCBexfj0prqNRGgTJx9Tt+/QBli/3iHA2MNclVnfOHIoZnmjNB1paqr/weJwcJFu3Al995SXStixKyN2nD+UV79OHytau1d8gplKPRoHKSjq/SpbPYseuW+ef/ZBM0lJRQfemVe4fNJnBcYhXj0aBXr1o2bpVPlzXpRfLJ54AXnvNG+LAgRR9vrGRhn7wwcCUKS4mTGhuO45HJgMsWuTi6adT+OlPTWh0AwMDAwPgs8/W4JxzBraFSWdLLGZz6nAWKp05FCLIdi7w5DeE8jCEOIMYIr0ZnVMdDsgdNbwqhyfMeSU4XycLa5lBOh1rcyzxau4wRClb8wvfh7jNQ+XAzJL3FArtdVrmMh4VCZ6Ls5KHTtGjK2vdVqnCVeR3mDa6Y3Xt9E5GsQ5CncwRKXNSqtayUJciVP8r4jbbz1YSue5zAecw6AxwYeWWVzZHOLCxadMmdO/e3Vd+00034eabb85qv3nzZmQyGfTt29dX3rdvX6zXvTd3MJYtW9bRQzDogthnH+AvfwGunFQNrF+PfY53MGmSja++AmbMYOpwQ4bLIVOE8yQ5bzuyfZnNaQvH0FKIqEOi6STalKycXyttykLYk+0hzWXH59tfdlil3PsBcj9ONgET4Ylwfshh3zN0xzCQKpy3y3Q2pPgeBG4tqsv5cp2tKfbfHuhU4gY7AxzYRbUrXVj48MMPceutt/rKdyW7shg2pckZbmDQDpSWluDyy4+V5gxnRZdddiwA4KOPVkiJcIampjTmzKE/n1WrWnDOOfOxbNkaRCIbYdtbAGzE8uVrYdveg+/QQ73zyNCnDzBiBLBwIUXmVnGzb77pcay9eqlTUlsW5ZlmZLcOvvrSUgpxLkN5OXm+Zfm6ebiu18ay9Mmrhw4l8ponwkVkMjQ7gGHYMP35hw0jxvi994jIFse1cSNQXe19IJkQBgrfZvhwebL4eBwYM4bCx6vCANTX+xhw3XdChkMOIduVP45t77MP8OijwIsv+rn6LVuA2bOBo44CbrkF+MEPgBUrXCxY4Gqj4j/3XIEd2QYGhc67EzQD2sDAoGBw3YGIRpFFhtM8NTFXOL8Ok3c1l/zhfF1MsXS21yZe9SDmddQtshzi/nyR+eQOB/SkOL8ftM1QaO47ZxTaaRkWopo7HwelrA9FfzrHpKws7HchzKIOZRnktIRQLzo/Zc5M2VrsQ7aIkJHwYp3oPDUwIPTu3Rvbt2/3Lddff732GNHX4Lqu1P/Q2ZBMJrFw4UKkO/zP3KCrYMIEUOjD5mZg3jxMmgRMmgQAIwHsBqBbRw6vk0O0FZOSbRmBKLMxxUmW2c//MJFlgNzsTxHKv55ivt/rjGKxjWo/n/MVAmHVVppoQ+I66J0gn8+dP192nWpypMy+FCGzFXm7U9Yn3z7MBMtcobJjDQwIBx98cJewKwtpU3Y2r46BwU6HW245GyedtD8AIBqNwLZt2LaFaDSKZ575FUaNGgiAVE5Bfy7xOIVOO+mkBVi+nBS2mUwGjkPG57p1SRxzzHxkMsQ2nngi8a8RhU/40kupbt48PUFaU0OiY4D45UGDsvssL6f02ixSeRB8hGhLCxG/kYgXqrykhAbfvbs/mbUOjDxOp2nQ/CAtixTWo0eTbLmhITi3OFN3A0R29+olb9e9O8mj58yR50B3XRoPn3e8Z0/9TS8tJaJ77Vrgs8+IWa6ro7rychrLiBEUcj0eD44fVV/ftsnE7iqw27ZoEam933+fhtuvH50qEqG06EceSaLzjz9WT6T43//1Ig00NOhzw7suUF8fkD/ewMDAwKBL4dFHF6OiAllLaakNClEuqrX5vN7iq4xIlKsIcV1dHEApt/D7nQlMscMW5qxsbl34Mn6dUZT526ZSji8kYVBoQrFNruGzAbnzzIGtJ3Rlk5ZkNqXKCZmr01L0xOWLQvYZFL5SMsEr7OeSTxh03XdF7rSUhbLMNUR6PuVhHKOAmiTn+0pCP1aDnQGOk/v3PZclkyEHZGVlpW+RhbIEgOrqakQikSy1zsaNG7NUPZ0JjY2NuPDCC1FWVoY999wTK1snoF955ZX4wx/+0MGjM9iVcfDBwH0P2MC4ccC8edineiWOPx6YOrUcwGQAEzt6iJ0YKXi2oGhbiuswbby166aUtmLY0Nf5LICaSM1r4rtoq6lsxbBlMvsv7IXlCwWR7SsLEglIylnEoUIsQZ+77juTbd+J9lk+IdJlpDgk9ZC0LQT8ZLyJNrTzIJMprl3pukA0Gt2l7cpi2JSGDDcwaCfi8RhefPF6fPjh7bj44iNxxhlT8Nvf/hgrV/4Np556YFu7E04YDVcjme3Tpxz77DMAn31Wh9mzG6Q2TiYDLFnSjDff3AaAuN9HHyXymkciAfzyl8Cpp9K+l9tbDSYsXrkS+Ogj4mg3bCAF8MaNxCurxN0ytPHAjY2UaJre/olpjUS8pwI/6CCUlNBAZ8wAvvuOyOPmZipraqJQ4T17hh8kQzJJ8nmmPGd5wcvKSJV90EHE+G7apL+Ry5d72yNG6NuOHEk3e8ECP9Hd3Ew3vaSEGOlIJJzBy7UpK9Pz8BUVwAcfADNn0iWnUjR3oK6O5hGcdx5wwgk0P+Cjj9STLQA65uuvaXvUKFv7HYlGgf33p842bGjBV1/VYcOGgJjuBgZBYHl4irXofgAGBgbthuuOxLx5cnW4ZTHCW1SF86S3TumtAp8XUVyzczJFeJwr72xw4Ce4ZYScqARPwq/YEQlx79hcHVRAeKckA18uq2+DzHmXq7InyGlZaAQ5LcOMIUjhLSPA+W1JGz5cn8wnK/tMxHW+nz9/Ln8oS5UTUnQmqtqITkjA7zyUhWGHUJ8rROW42DdzWr6YR98GBkA8HsfEiRPx9ttv+8rffvttHHjggYqjOh7XX3895syZg2nTpiHBveMffvjhePbZZztwZAZdAccfD6ytGksPmgULMHkyqcNLSweCFOJDOnqInRi8TchsRNnkL3Eipfhczi7LJ+pQkD2hsi/FNQ9pyOJCK8VlRo9YLhtcWNtU1X8+yOXaQ6rCdZ+T2KY99mQ2MSjaZLJIQqLtqLMrs206NTFeDFU4D1W0IgOD8NgZ7cpi2JQm9qeBQQFgWRamTt0TU6fuqWxz9tnjcfvtH2Llyu1Ip7MfYjfddBhisQg+/7wetq2OiB2NWpg+vR7HHdcTTU3Ab34DvPsuCY1LSsgIGDmSwlYz9OsHLF6s5mYtC+jdmyJxz5tHZawtU/2uWkWpuocNo/ZBqXaiUdBFcIrlLNTXk7fbtonZZyS5qsPKSmJeRZU0G+zChZQHvLycGF9GnqvQuzexwG+/TaQ9g2VRn6NH080E/PUq8Er07t1JSr9okdcfWw8bRvHmP/1U3deyZdSGSbWD0NrGcegz69aNLo2/nUw8v3IlTXSQYdMmuo17tn6VGxqCJ1KwW1NebuFnP4vhnntS0u+v6wI//GEGP/zhl3jttc1tt+TYY6txzz17YMSIHGZbGBgYGBjsMpgxYyXGjRuCigp6xLN1IgE0NcVBL//x1tbMCcE/G1kucB5ibrVc8oeLSnRejd4Zc4fzOcD5/OCynOF8Dkh97kfXjUCW55GZYcwW5BdZmc7BxfvUgva1xmeQYaqDznsaZrsjoHNeypyVEmJc5XCUlelI7VyO9bfNRZkTNgekLMcjT5Trjs8X/H8P+z0Z7IxgyvBiIUwWLRHXXHMNzjnnHEyaNAkHHHAAHnroIaxcuRKXXHJJ4QdYILz88st49tlnMXnyZF9kvLFjx2KJLo2ZgUEBMGQIRa+7YFA/YP169KxZikmTdsOkScBHH+0OYDGAlUHddFGwZyOzCfkc4Lxdydue/DZvU/O2J9U3N9tt5lpzc7DNmAtpyvfFtsU10GoGyWzGfO3IQhDc+Z63UCS+SiGvSx3HTcxkEwx0RLWsTGZ2B/XTPruSIcj2BLdWpeFR2Zf5TrAMC0OI70yQvTsVEireSIedza4shk1pyHADgx2EsrI4pk27EKed9jS++GIRmCM2keiO2247Cpdeuh8AIJGwteSj67pIJMjY+MUvgJdeovKmJi+n87x5pOz9/HPiSCdNAj75RE5qWhYwdiyRp7Nne3ytDEuXUjpuy6L01pmMvK3NIlo2h1D9trQQk2/b1PmyZdmdsrqWFn9ocxnWrqV84pZFRPY338jbRaP0pvTJJ/5k2IB3/i++oJkEFRUkt9aR9ZZFBLjjkNp70SKPHC8rI9V6VRUweDC1W7NGzzK7LknyBw2isQYQ+255BZoa/fMEmM0aj3td2DaJ6nVYtMgjw4cODSbDhwwBHMfFl18CRx8dw+zZDj74INP2PsGi4999dwRnn/0Ftm5Nt/XpusCbb27B5MlfYPbsyRg8OESEAAMDHrmGN8unfwMDg6LCdYegrAw47TSZgySGVIonwOPckcxhBxSOEAcoPHtz6zoBL3Qk2+5MYONhjkpAnl9dVNSL2/Ky5mZ6LvNiZBUpzvYTifBkOF/O+yF552U8H0Jc1SaX8o4kwlXPHlXISr5ObMft5xvGUgxpGtROdSwr81ThYZU5YYlzwO+IFB2VYrtCOy2Nk9KgsDjjjDOwZcsW3HrrrVi3bh3GjRuH119/HUOHDu3ooSmxadMm9OnTJ6u8oaGh0+ekNNg1cMEFwMqVR2LI+ieA6dNx2mm7Yf16YMGCMdi0aRuAbQDmdPQwOymYXS2zGfmJlEC27cnXIaut6wLNzRRpKRrN9l2JyHWCJb/Pttma9d9mV/IF4iBytfNkNmIQwyvbLgRUJLnKXhTb6MjvEOHRcw15LwuZHzY9E1/m2ZUsWoEqp70YIUtmV8qiHTjIthtVRHrx4LqvFP0cBrs2dja7shg2pQmTbmCwAzFt2jf48svZsKxaRCKNsO06tLSsRjpd0/YjPv74Hto+MhngpJN6YvVq4Omn5TOB0mng22+Bf/+b9nv0oJDpLF034K379AF++EPa3rZNT3w2N3v8ruMQN9vY6CfFYzEiXS0L4aYpsTapFMXctm1vgNEo5RVnycrDqLMbGrztgQOB/v29fXbRiQSw//50zvXr9ZL5xYtpOxoFhg9Xxx93XSLfZ8yg2Qi8SryxkUj6ykoiwtn16v64LcuT5QP6HORlZWixElmCefZ5p9MeEc6Go0NTk3dLfvADunTZqW2bJlLMmuVgt93SmDQpjaOOcvDxxzEcemgCp50WxYknRnH99XEsWVKOhQtXYuvWdFvOe4ZMxkVNTRp33LFcPzADAwMDg10WTU0fSUOlUzQsPle4Klw6oA+ZrssfLjsmBo98F9XhnQ28g0d0+PBl4r4sV7PfASSGtSxE/kZA7dDkwfazQloWapJSEAEuKysWER6k9Na1UYWtDCDCAf1nI9bLvgc8wjqrqSwfVbjK2SgjuMGtxeOKHcrSYGdFsXOG56PgAYDLLrsMy5cvR0tLC2bNmoWDDz64sBdeYOy777547bXX2vaZn+Phhx/GAQcc0FHDMuhieOcdUKS/mhrEF8xtC5dOodJ3g3GHqyDmW+ZJRj4fuIxc5OtEW5PWqZRTEHsyyG7hIZb57Mp8Uu60xxYMsimDLlbVVxioCG5d+6CJl8gepuqz0NmIYvtc3yWy7UMdUS3amZCsAbX9qTqu2Kpwg50NOyJneD7YmezKYtiUeT39L7jgAtTV1WWVNzQ04IILLshrIAYGuzo+/fQ7nHfeI0ilMnBdF5mMA8dx4bourrvuBTz//AwAwODBJbjkkr5K8vGMM3phzz3L8OGH+j++aBR47z3adl1KQ719O60bG+mP83vfA376Uy8XeJho3LZNHO26dZQKvLGRSPQtW0i03dTEEadhw3snkyRX3rTJU167rvcPH2t1PMdCOKBZmyVLgH/9i/qtrydrOxYDxo8HDjuMSOnaWn1frutvs9depO7mwS523Di6lhUr1P3Nnu15QcrLg5Xh5eV0P2pqKK656/rvaTQK9OgBt2cvNDWriXXX9YvKS0rUp2X1LEJAOg1ceimd1uaeGJZF8xRGj3Zw6qkZ32VnMpRrfNGiKJ59NoHf/rYEQ4bYePLJdVlEOEM67eLJJ9fpB2ZgIINilnJBF4OiwtiVBgDgulPx8MMOKiqQtZSW8gQ4T4zzOb0ZbGS/4uiIcFX+8FJuSbSu463bnQ187m9xLSvj17o6WqdSjk+FISoygtTC7XFytjm9VOEZRfD/22Gch2G2dWVhkHUxrQh7TWKbMM8qSZ14f9v7uem+E3yZ2C6VEp2LskkZOlW4qk6n9JE5PYvvtDQKHoOuiNtvvx2/+c1vcOmllyKdTuOee+7BEUccgcceewy/+93vin5+Y1caAKQO/7B5P3JaTJ+OA4etxUknAXvt1QfAZAATOnaAnRopUISkpGRhNmIzcrMnvee9zHaQqYHziUYD6MnTNsgmEar2w0B2ItU6azDIHqyufx2CriWMIlxFgAeowlWfTZDKW9Y+F5vTdVXfN5niO4VsWzElrGXKcJUNyk+wNES4gUGhUQybMi8y/PHHH0eTGFYYQFNTE5544om8BmJgsKvjT396E5GInLC0bQt/+IM30+Uvf9kNl13WJ8v++NnP+uLxx3fP+dwvvQTcdx+JkzdupJzRixcDzz4LTJvmteNF1DL06kV88tat6pntNTWcoLlNIq6AZVGbdevUxl1NDSnGAS9cuQ79+lE891mz/MrqdNpLis4GH4/L+xDHBwDLlwNvvgmsXk0zAFyXxjJ4MPD975NEeuVK/fUmk/QBAHQzdeePxYiwX72abngySdfQ0kLrHj0op3i3bsg4VuCMMP5WjBihHqZlUf3nnwPXXgtccgnw0EMkTB8/nkT6e+0FXHwxcM89Ln77W7myJpMh7v/FF72B1dfrVTh1dbk5mTdtqsWdd76Byy9/HLfe+jKWLt2Y0/EGBsXCfffdh+HDhyORSGDixIn46KOPOnpInRrGrjRgcF3KJahXh4uqcFEdzhDmNYcdJyPEmRrchl8dLoaA7CzgVTmiGlxU7vAqctEpJCcodQ4qHZGtqxfbsH2+zodcnJXtmcgURIqHOT5f4lzlnFUR3uK+LDw6/CqofMnv9nze/rbi94uVhVWFq9Q+ouoHyHZMGlW4gRrFVobnkzN8Z8SBBx6ITz/9FI2NjRgxYgTeeust9O3bF5999hkmTpxY9PMbu9KAYfFiAJMnkzhi3jxMnky7pA4fCaBXh46vc4O3F3lbUbQzZYpwGZmYbFu7rhNIfuZie7C1zCaRbbehPYR4WDtP1k4sa09fKgRdW1hFuBBlSOxTZQOKZbI2hbI1w9mJsgmR/KRI0ZbU5Qrn+xC3DQw8FFsZnm/EoZ0JxbApc/IS1NbWwnVJyVpXV4dEwlNGZDIZvP7669I47gYGBsC0aQuQTsv/qRzHxezZK9DcnEIiEcNLL63CI4/MQiYDRCKJVoVuMxKJBOJxYjEPPlif3zudJgH01q1Eeotgxz3+ODBlCqXtHjqU+Nx0Wt7v7rsTqapJXQ2A3jV69ICXR7umRt6we3d6Omzfru9wyxYKMW5ZxMZ+9ZW8Xa9epNz++GN5PVN6r15NF9urFxHs9fXq9sOGAV9+SQu74a5LhHhzM7DvvjTbGPCHRleBtbFtYpW//DL7CcbqNm9We002baIPLQ9n7+jRwKpVdCv4z9my6HZs2QI8+KCfMK+tpeX444Fzz6WyuXNp3oEKtg0895yDs88mB+yYMeWYN69embt+zJjy0Nfw1FOf4IILHkEm4yASseE4Lm6++R/4f//vRNxyyykmH11XQrHV2zn2/eyzz+Kqq67Cfffdh4MOOggPPvggjjnmGHz77bcYMmRIkQa5c8LYlQYyPPYYcOaZ2WR4LGYjleLJ7wy8/OEZrowHn0c81/zhaO0/DlK/xIVFyE3SKZCEN/4U/PeKOSJtSZuksObbUx+pVATRaHZewGhU/YLOC7RVziyxDd8fX9eWN5w1aC/4PlT9hWmjap8LFAR2YHvxWFl49NZ1Lg5J/nLCLLkozCmno+cQz035rXNsivkboTgeXF0X8CAZGOxgpFIp/PSnP8WNN96Ixx9/fIee29iVBiIuuAD44osh2C+RABYvxvgpUzBpUhlmzozhyy/3ALAYwJaOHmYnBT85Mg7PZrSFOt7W5Pf5bd6+pP10OhFoR+ayyOxJti9u++xKHYJsTrFOZzeGsTWLiXwU4XwbYV+mCgdyI7FzXWS2ppcrXGcn8sR2EMENqI8ViXOjCjcwKCaKZVPmJGuoqqpCz549YVkWRo0ahR49erQt1dXVuOCCC3D55ZcXbHAGBrsSIgEhwy2LFOJz527DWWd9imTSges6yGQa4TiNABzcdddC3HffdwCAQYOAs87yh672zkWE59FHA59+qh9XMklprgFyNk+alB2NvLSUON+ePcPZam0qZNelCysvp07pIulEPXuSMjpMhzzJHI0S087fz0iEyO299iL1dxBbv2YNrS2LJY6SY/BgUoZ/+aV3PQyui7Z44Ky8sjI4aUdlJbHKX34JfPYZxZWPROg85eXAkCGUz7ysLNysA9DhQdxvLEbp1OfMofD5lkUfAe8vHTUKOOQQgE2Yl13Kq69SmnU6vf5aHccT9QPAlVcOVt4e1wUuvrgfbrrpIwwceC+i0f/G8OH34Q9/+AxNTSlf288/X4Jzz30IqVQGjuMilcogk3HgusBvf/tPPPGEYjKEgcEOwJ133okLL7wQF110EcaMGYO7774bgwcPxv3339/RQ+t0MHalgQwsEIoYKr2qCrAsPnc3C48egTxcOgMfNj0ofzjfLgIKic6WmLDdWdXhqlCWYjhLWSh1Mdy6P6SgLqylaltFkjLIHGViXTqtye9YKHV4WGenzstXCKgIbbatClvJkEigLbwC57BUDZ13LsrCmstI76B6lcOSbpHuu5evKpyfvCHLW5qUHFN8mBDpOx+MMrz9iMVieOmllzrk3MauNJChuho0o7+mBnjzTZx2GnDSSYBl7QsKlx4QHrFLgz2jmxAuTHpQuHRPVe66KakNIm6HsSl1CyA319rsyrA2pQphSW9ZfbGJ8FwV4XybgCWIrFZ9fmE/Q9Ux/Dal3VHZkGHSQjlCnWhLykKpq1TmxYexK3c+FNOmTKfzzxm+s6BYNmVO//Tvv/8+XNfF97//fbz44ovo2bNnW108HsfQoUMxYMCAgg/SwGBXwIkn7o3HH/8YMnV4JGLjsMNGIx6P4p57FmkV33fcMR+XXro7bNvC//wP0Njo4uWXLViWC8sCHMfCXnsBzz9PJGltLfHPqpdv2/bSYi9fDrz1Fv2plpTQ8Y5DucV792ZjDb7WSAReomrH8cKNs5DjluV1FMbgjMepv2+/pZzc/A2yLApRPnQo7YeJE8JuRjpNbG2PHkQsMxY/Hgf22APYc08Kt677QGprSaXdpw+pyPkw7Dwsi86TyQDTp3sKc4BYaoDOOWIEbavU6jxaJwlYFvk8JdHg2uobGoAPPqCh8bfOtimCQL9+tD99urofgNp//DFw2mnAmDEWYjF/CHYekQgwcaLH0l9wwUB88kkNHntsHSIRtEY+oPWZZ1bjkUfew/z5W9ryii9fXovf/OZDvPbaErz99plIJOi7ctddlHIgnc7+TCwL+O//fg3nnjvFqMO7CjqRMjyZTGLWrFm47rrrfOVHHnkkPg2amdQFYexKAxX+7/9SuPjiGJqbiQhvbqbnXEUFUFfHK0vY7D3msIhw+yJE5be4loHlKJctzeicKgBRpSOqvXnljt1aH5OU8Ws6znUjSKfV+QF5RxUvphGdkfyiUu6wfb7c12kuCnFVO1m5rs9c+uGR6zNKRoiHCZmuUYvrPgPRuZjPIjoqZeeinI4yArs9qnCRNJcR36IK3KjCDQyKiZNPPhkvv/wyrrnmmh16XmNXGsiw226t6vB+/YDFi9Fz3CJMnjwKkycDn302EsAQAOs6epidGPzzVUxRlATZxHwda8vsR1nUIlqzqENhFeJAcBvRPJLZmrJ27UKQfZiLvcnbuUFQtQki+HVEt9hG0l6XK7xQtmSYJb/IQkGh02X96hTjxqY0MCgmimFT5vT3f8ghhwAAli1bhsGDB8OWSVINDAykuPbao/H005/BcVw4jkfiEc/q4sYbTwAATJu2QUryMaxc2Yj165swYEAZPvywGe+9tw3NzTYiEQoDVlmZwo03VmDgQNrv318/C91xqM2WLZQSm/G4vCj588+Bbt1IORyLQUuAAiRwRiajJqZdlzqIx8mgYmppFXr2JBJ8xQrveL6vb76hPnr0oNDrOvIaoPDoNTUkc25s9Muqy8uBI46gfgCqDwIjsxMJtL5VZY+zpIQU3zNnqu/LwoX0YZSVySX/IlrbOA6RyrLPhQnz33gj+3vA+PgvvqDJ0pFIMAdvWZ7au0cPC+eea+Gxx1zpd8yygJ/9zLsO27bwv/+7J844ox8eeWQNli9vwrBhpbjwwoGYNu1rPP+8R4QzOI6LTz9djfvvn42rr94PADBt2nzppBJ2TfPnr0VtbRO6dw/IL29gkANqhf+okpISlLAJPq3YvHkzMpkM+vbt6yvv27cv1rOQCgZtMHalgQquG8O553pEOE+I19fH4Lo8+S0jtnUEtwqqcOk8AR4T9jXGUIeCdzjyRLgqnGVKUiYSjHRcGDJc5piUkd38tio8ujRUuoj2hE7Pl+AuNlSEuEoZrlhEhyVQeOdlWIemX1kjqm1UpLgj1IkqH7Fe5wAFcv9fMOhKYMrwYqErKMMBYOTIkfjtb3+LTz/9FBMnTkR5uT8V1pVXXlmU8xq70kCF1auB/SZPBp55BvjqK0w+msjw6dNHwnV3B7AShhBXQSS3+eexGAKdn1ipsjn9z+iwdiWQH0Eusy/bwBuoPAldrAdBUL98fS6MvSyakFgfJCCQkeKSbR0RzobdXvsxiBRvbmaqcBm5Lea4DzPBkg9/7mjKVOS5gYEcLGd4sdAVcoYXw6bMay7U0FYFZmNjI1auXImkkCd3/Pjx+XRrYLBLY/To/njrrWtx9tkPYPXqbW3lPXqU4+GH/wMHH7wHAMqJGYRYzMbs2Ukcf/wWZDKUJyWdJhZz2zbghBNa8NlnvTFpUhwHHED5N5ubs/lhy6KwoxMmkGpYxx/PmkU5w5nAeeNGebuyslYBeEsIQ4+FTh8wgAhlmYegspKY+Nmz1X1ZFrBsGQ2spAQYPpz2ZRcUiZCC+5VXPAk0366hAXjnHeCUUzwmOQjl5UTmsyTamQyNuaSEYswPGkRTkuvr9bJry6I3tVGj6Djb1j7d3IpuaG7yE+AsZDqzW2Mxigqvi7je0gKsXUtR4YMmy2cyXpulS4Gzzopgzpw0Zs6ET+1tWcBTT0UwYoRfnW1ZFo4+uhpHH13tXYfr4sc/npNFhHv1wIMPftVGhsdiwY+uaDRECAODXQIObH/43CL0DwCDBw/2ld900024+eabpceIUQlc1zWRCjQwdqWBDE8+uRiXXjoyK+xyczNQVxcXWouqT0aIs30GW2gXJn94Ah7x1gQvVDrb74xvocwwYPnBefCKHn7flpSBqyMHE+Vtp/vI+8dUqh6mElbVJRJyh6WMFHdgw87FYSnzzuUK/vh8kK86h28fRr0jaefAzkllI/ut5RI2XbeQKjwoZKVIdovrDNREuKwNvw14/wXF/82aUJYGXRmPPPIIqqqqMGvWLMyaNctXZ1lW0chwBmNXGog45RTg9dfH4thBg4CvvkJlVRVOOulIrF4NPP/8ZACbYchwHXhimwdvPzIbW2ZPquqQpQ7n7UlxG8i2FXlbElAT4nwd6yMe5TpU2ZRhyXGRyJZtq8pU/edCiDOoogrx9Tq7U7ZwqXeC7EdZePSw9mNYG5Nul2gTqtLuqMKe80S42Ad/bFgivbgwdqVBV0UxbMq8yPBNmzbh/PPPxxtvvCGtz3SVKa8GBjli6tRRWL78T3j33W+xbNkm9O9fhaOP3gtxTupyyimDcccd86XEoG0DEyf2RO/eCVx++RYA2Xwv2//v/67D88/3QiIBXHUVcMcdVMe4VdsmovSaa4i8XLVKT4azVNyJBLW3bdqPRr1w24y3tizkNkWJkcf19Z4hGItRbPZevYjt1ZHIrksDZJgwgcjpzZs91bfr0sCnTKFylRLddUkmv2EDxQ7ffXciuWWwLLroaBT45z9p7Owmsv7HjKEFoPMGgVn5lkUJrlSzDioq0OyWSJXgDPG4NxSdWN6y/MPt358uX/YRxuM04eGAAyhiAGDBsqLYbz8X/fo5SCaBCRMs/PSnNoYPD0f+JZMZbNvWrKx3XWD1ai/5+MknT8T9978LmTrcti1MnboHystLsuoMDNqDVatWobKysm1fVIUDQHV1NSKRSJYKfOPGjVlqcQMPxq40kMF1R2KffYBx48j24JfmZruVlGUENnOusbDmzHkBqFXiQapyRogD2eHRxf3OCFHVzTtvWFhLXuXDq3kykCt9aD8fdbhKQcIgOixF+OoKrdoRCe9iTOEXLywXtY9KHV7kEJbtydHJL64rc0yqHJYywpz/jorOS5lTUtaeoTNOXjHoLDDK8MJg2bJlHXp+Y1cayDBlCoD1h5JSZMECTLniSMycCbz55hDU1e0OYB6A1R06xs4NMRS6aB+KYdJ5Fbgs2pBnczc329qJlbnYkjLzSkaK58ox54xcCO9CIEgVLrYJmmQpmZjZHtsyjC0Z1t7Mtit1OcN5e1GVSieI7JbVGRgEo9jK8F09ZzhQHJsyLynVVVddhW3btmH69OkoLS3Fm2++iccffxy77747XnnFzFYxMNAhErFx5JHj8LOfHYYTTtjbR4QDwBVX7I7KyigikWwi0XWBm2/eCwDw6qvNWnvq1Vc952x5OXHKmzd7abxHjQL+9CdKUw34SVQVWO7pL78EVq4kwnTtWlIer1lD9W39hFVBbt1KKm4WnzsaJdI6HifZOmPag8DabNhAic9Xr6ac2pkM3YC99qJY4H37EsGsG59leSR09+7AxInZ18TGNXUq8OmnfiKcx/z5NCaA1N5BSCSon7o6WmIx//XbNtCjB5xevbWh6tNpz+HCUq6r4Loece44wCWXeMJ0/rSRCHDsscDRR1O0d+94C19+aWPu3CiefjqK22+PhCbCaXwR9OihJ68HDuzWtn3VVUchkYhl/UYY4X/TTSeFPrfBzo9CEDJhXrIrKyt9i4wMj8fjmDhxIt5++21f+dtvv40DDzxwR9yOnRLGrjRQ4csv30VFBaSLZbGQ5eJap4ZmsLly3Zr1FYOnCBeXzhqGlTl/eHKxCUTes22ZAlelyvXISddN+ZxW7SVL2f9sGEenVDXNr4OQi0eiWN6LINWOrE6j0pEt4ucSRoUj+0xzUX/LFgpjqf8+5VYnKndEUlwk0JkjlC3Fh1HvGHR13HrrrWiUpBpramrCrbfeWvTzG7vSQIbKSuCt5aOASZOA5cthv/wPnHYacNJJAHAggH0AdNP20bXBP2OTIHsyn+d4RugnCdd1pHZHIW1MIHu/LbpcvhMWRYSxGwtNfgepv2Xtg0hx0dZMJKREuEoFLlOIh7Epw7RR25WyaEMiOa5Sk8smbOiIcKMKNzDYUSiGTZmX9+a9997DXXfdhX333Re2bWPo0KH4yU9+gjvuuAO33357XgMxMDAgDBhQhg8+OBxDh0ZB4Zo2AtiOHj2iePrpA3DssRSjOsiGYvVffgmceirw7rtEYM+fD8ybR+mSnnzSaz9smJoftiwSacfjwIIF/nOzvNOZDNW1qYmDDMholJh5WR5dy/LXRaPE5uvQvz+wbh0R4VtINQ/HIUJ882Zi6xnjGwkIoc1U5I4DLFpE8cAZG8xikI8YAZx4IhmIGzfqZdeLFtF2jx56Qtx1KQb5ypV0LXV1pIhnpH7v3sDQoUCPHkhngslm9jkNHhzM/VdVAU88AfzsZ8Dtt9OljhwJDBxIQzr8cJo88cwz3nDEc61aBTzwQOCwJOe3cPHFE6QTQNj4LrpoPP75z1k4//yH8ZvfvICLLjoEQ4ZU+9r17FmB55+/AocdNjb3QRjstNhRZHhYXHPNNXjkkUfwv//7v5g/fz6uvvpqrFy5EpdccklxbsAuAGNXGqjguj/AtGl+VXhFhbedrUZhyvAYsglxIBwhLkOc61vcFkO2dyaISlydCkLmMFKrJWSOsDDEdqH+a6UoBiGeT3vdWHROS1V7nRpc0o45LNnQxe2w6pwwoS6DjstWfYsRCoK/a3KlTyrksUYJbhAeTBlerKWrCJJvueUW1LOJ7hwaGxtxyy23FP38xq40UOHISVtJIJFIAAsWYEh0LSZPBsaMKQewB4ChHT3ETg5+0qQsUotob8omqYm2gN+uzJfgltmhYj0PqWlXLLm4yo4siPHLQWZP6sjuMErx1rXO7gtjE+ZiQ+ra+m1Bmd2nSrsTxsbMZTFEuEEwimlTptNdI2d4MWzKvP7pGxoa0KdPHwBAz549sWnTJowaNQp77bUXZuvy+hoYGAQinc7gzjunYenSea3koIVMxkEkUovddjugrd3UqXF88EFS+lIdiVC96wLXX09Rxvk/Sbb90EPAD39I6vDvfS+b6GZwXWDffYHt2/W5p1MpEnpXV4OMpkxG/u9sWaR4lhHhPGpraUDRKIUrZyS32Fc0SiTxW2+pSWkmYR80iJj/GTPU57UsYMgQ4LXXSLXOJMdsvccepAi3LCKtdXBdktOzfr/3PeCLL7xZBDxGj1bfZNclhXlZGRCJhAqHwtqUlFCY2a+/lrfbfXfgD3+g28s+rmSSxPX9+gH/9V902oYG4PXX1Q9cxwGeegq44YbgsYm4/voD8OqrS7Bw4RZfigDbtjBpUl88++wbmDVrGaJRG47jwnVdVFQk8D//cw5KS+Po1687jjhiXFakBQODHY0zzjgDW7Zswa233op169Zh3LhxeP3119vyFxpkw9iVBjrMn78Qhx66ByoqvLyAbLu52Ybr8kR4Bn5iXMY8qMrFejFcekxYeOK9s4ZKZ44eMUy6LKylGBKdbccldXarOjyWk7NSRC4OzYL7J0N5RYuMoFyNfDt+LZYJfQQ5GmXrsIsqr6OsHeUJFydXiE5ymcNSdKrLQqbrJnDwDs4dC+O03LlR7DDpXcFpCQCu68KSzMSeM2cOevbsWfTzG7vSQImePfHhh8DBo0dTqLvp0zF58imYPh2YP38kgN0ArABQF9BRV0YSZPvyYdNteDaiaGvaUBOPXmoe142gvWl4GJjdqLIffeXFSr0jbsv2c0XYiZZhjOYggryAqXeCVP9hJlx6dqXMjhTtRFmecN0ETFlOcZUK3Ey0NAgPEya9/SiGTZmXMnyPPfbAwoULAQATJkzAgw8+iDVr1uCBBx5A//798xqIgYEB4b/+6308/vhXAIBMxkUmQw/arVubcOSRT2LTJiJWf/3rbsrZ5ZkM8KtfdcO8eSRqVr14RyLAiy/SdvfuwHHHeeJphmgUOOww4o8Zp6uCZQEseoULCym7BCkrBvb/7LIOEwlP/R2EZJLWVVWkxhYNu27dgMmTyTravl0/uKVLabtHD5I9qzBmDLB4MRHhgPeEYeuFC4Fvv6Xt8nL9+C2LvPaZDLBiBfDNN17Cdtum+p49KRT7oEH6m+w4pBZHsLgdoFu1fTswZw6J43v1Yko6b+iTJlG0AJ4I50+3bh3w5pu039AQ7MRRpWIPQlVVAp9++hNcf/0B6NevHLYNDBlSidtuOxj9+tXgq69WAADSaaeVDAcaGlrw//7fCzjttH1x3HETDBHeRVHs2Zb5GK+XXXYZli9fjpaWFsyaNQsHH3xw4S98F4KxKw10cN09cP/9DioqyBRgYdLZNoVLZyHSZWHTdQrxXMKll7b2V9q6sDDpbLuzgncQsTDpuhDUfB1PXoqqniRSKUdKkqocWmI5EPxfK/UpFjPRIz8wcQBhoXJKyshsth1WpSOErWxbty5JiSNZpfJWhUwPGwK9vp4W2TGew5J933INkx42ZLpMBcQ7Qg0MDHYUevTogZ49e8KyLIwaNQo9e/ZsW7p3744jjjgCP/rRj4o+DmNXGuhw8MHA2sPPpefmxx9jn4pFOO00YO+9+wOYDGBCB4+ws8OB35ZU2ZGyOpUtQMRje0KjA/mR5m0oVKj0sGgPQ6aLECTu57MI4dFVIcxztRtVtmSYes+uDHp3UbWRTcBk5bKQ6arJmzvOtjQTLA26MoppU+b1737VVVdhXasa8qabbsJRRx2Fp556CvF4HI8//nheAzEwMAAaGpL4y18+l87ucRwX9fVJ/O1vs3HddVNx5JEJ3Hdfd/z859vhOMSrui6t7767O44+OoF33tGfj4mNAYrM/fDDRIp26+aR4kccQdwwED66uOsyg8UCEEOK+6uJ2xaibFJPGEY3EiG5+ezZHjHOMGwYMLY1JHaQytx1PfLddYlYr6mhC2Y3PBIhCfW++1LMcB3mzAH23JOST7E85LIPjp3r00+Bbdu8cqYyHz6czmlZbUS3Fs3NbUO1bTU5bdvA8uXA3Ll+Ybvj0HD32YeRCMAf/6jux3WBDz4ATjmFyPQ+fbx06iIiEWDvvWl7w4YkNmxIYeDAOHr1igVfF4Du3RP47W8Pxm9/6xGHK1Zsxm9+c7/yN1Fb24wnn/wEV1xxRKhzGBgYdD4Yu9IgGO8ikTjCFy6dLZQ/TlSFO/CrU2RqcFH5LSrCZQrxOMgRwodi7+zqcECtcGCOnbhQJquLCMfHQGEtw6tFALVyJ4xzMxql/I4Fy9Key4wnNoBcECZlkCr8uejo1K1bFxkRzt9DXQ5HmWJH5uSUTWwQ27uuTGGTPZlCrcYRVT1hVTs7PnwlD+O03PlRbGX4rh4m/e6774brurjgggtwyy23oHv37m118Xgcw4YNwwEHHKDpoTAwdqVBEBYsAAaMGwdMmwZMn44px4/C5MnAl1/uAWAxgG8BSKISGrRC9VxmEYVElbgYlUj+7M5HHc7QnonsPuSiFA8zk7O9Y8m1jcqGzHXiZQhFuErRHTYketi+KU+4ylYUw+6rbEKRFJeR3mKkIXExMMgNxVaG78oRh4ppU+ZFhv/4xz9u2957772xfPlyLFiwAEOGDEF1dXVeAzEwMADmzFmPhoaUst5xXEybthzXXTcVjY0ZTJ++Ao6zCa7bHZlMFJFIGj/9aQUuuYTyig8YoD+fZVFO6G3bgLvv9rhinpN95hkix/femwTMy5bpQ3H06kWctb+NF9IimSSi1rZBcnQdAVxSQk+PGTPk3oPly4mMHjSI1kEXW1VFUul//YsIdhZqg4VFP+IIyuntOMESZ57YPugg4NVXKU68eHP23JPOxbcHvHbLllEu8H799Im9+etoRTxOn5l4Sia6nzvXfypGiG/ZQpMf9tyTLjVI8c8+okgE+PnPgZtukj90Mxng5JNbcOyxS/DmmzVtkyNOOaUX7rxzGAYNKgm+PgGzZi3Tft9s28IXXyzNuV+DXQcFeekN6N+guDB2pUEQXPcI7LYbcPjh2WR4IgGk07HWZwVPaoskbi6EuAqMAOfV52yb9dEZwZw9LBwlH7oyguxQlxmujB0nJ8x1odIBtWInLLQcdKFDWxYSOgem6IhU1eWg4sk3hGWuKiyVOoh3WmY7D2Xh0kVSXFT18AS6TuEjm+ChfpcyMDAoHs477zwAwPDhw3HQQQchGkDk/OEPf8All1yCqqqqgo7D2JUGQfj+9wE0nkah0ufNQ89J32Ly5LGYPj2GL78cCcodbshwNXi7krcneZuSJyxFEpwv8z/PdWQ4ILcpVcQ4vy87tl3ib5mhq2sXVBYE1aRIth0mKhHfNiA0OqL6tDuFsitVNqX/c+VtweyIAnJbUFUnS7sTRKTv+ImWZoKlQVdHMW3K0H/911xzTdimuPPOO0O3NTDoapg9ewleeukzNDUlsd9+o3DSSfsjHiflbCSi17pQemxqc8YZX+ONN7a0On+3AiAy8v77tyIWc3H33aMwZgwwahRF/FaRl6ecQsrfbALbO+drrwETJhD5OnAg5ZKWoX9/4q+bmvT3IJ1uVZ5360bJqFlsdRH9+hFrq5vutHgxDaqsjAjtVavUCu3ddgP+8Q+KtcPK2Hr5ciLdDz7Yy2me0jjTSlqJ3fXrKfR5JELHpdPUX48epPgeNgz497/V/VgWEeL9+tE1MBm3Am5FNzQ1tgnE27qIxWgIzHadMUPf1dKlpPi3bRqqyNXzYD6D+nrg+OOBDz8E3n6bzpfJeL7oK69M4dprv0JtbabtvJkM8NJLW/DZZ3WYPft76N07nEqcobQ0rq23rOA2BgYGnQ/GrjTIFUuXAmefTVFNZA4XUofzzxgHROAyMEKcbTPICHG+Pb9OwAvhnAKpwZkKphRAwOyyDgWvyAHoXomkOO/MZA5N1o45Pf1rMXd4czPZBWwdpPxWOTIBucOz7T2YJ8J3BCke1mOqC4UurnNwSAYtouMxl/CVfHs+XGWYY8Uw6dlhLIPCpMvIbjHsuSzMqqjU4fvb8TBOy10DRhleGBxyyCGh2v3+97/Hj370o4KQ4cauNMgVX8wrw34nnQQ88gjw8ss489qxWL0aWL16HDZtWgGgFqQSN5CDtyt1C/4/e+cdJ0V9/vH3zO5eb7TjOHovIiKCoqJoBAV7DzFGjS2WJNYYY4moUaM/SxJbjF2xEzWKFRVQRBQUlN6kw8EB1+vuzvz++N7czs5+Z3bvuOOOu+/79Rqnl93D3Wefz/fzPES7xe3CuDMO9REM+vD79aiY0i3GjBdL2mNH59zCQEdvaByZiMAdb31vkFUSsq83ZrJKozuqDcliQmd86CVoW3GifS6LOd0m07R+a3m1zKkm8u+pCvF7rgp5jCmLPa2Y014ZyzmIs7UOeFa0ZuKNldlb2rIz3KI5YsqExfBFixYldJysqblCoYDq6lrOO+9B3nlnPn6/jqZpBINhunfvxEcf3cGBB/bh4IPz6NQpld273dXkk04axIIFpcyYIR+paprw2GObufnm3uTlJfPAAyJ5XFMT+QFulde+7jrROvvVV73LZG/bJozS2dlC8C4piTZ0+/3Chd69e2IfxlHHWHW37YJ4Soqo5Z2e7l5+3KKyThlOTYXDDhOqrv3hLEX40EOhsNDbif7TT+K4lBQYMgSWLnUfITB0qCiV/u23sapzdjYcf7x4pqoq728/04w8k64L5bmwUH5saioVRiq1Do3eNMVghtRUIYqDeBu83rZgUDxaejocd5zoHe/2UseNg2uugeeftwJS8fK7dhUvbdAguPxyePLJDZSVhWMSPaEQbN9eyz/+sY177unt/lASxo8fQmZmCmVl8vKzoZDBmWce0qBrKtoWzV16qL0kLvc1Kq5UNIbXXqvmsstSpO5w0B3l0gO2ZSu5YRHPAW4/xjkPIJJ2AcnUmt3hIHfnuLkoLNE7SGzS0n683HFjzd1cPW6f27JE5l45d1oCN3eO17qXEG5PUEr2O8uje5Uw93LvuJVHT+T8WCHcmUR0ur2d7nBZ6ct4Dp2Wde1YKCFcoWgcpteP1Qai4kpFQzn0UNiz5xd0zJkOa9eStPg7xo49lLFj4f33ByCEcCWGe2MNmpR9X9tjTqdb3Pu73XKHgzyGtOOMGe3n7Nd4DaiUHZtIRaIEB1w2tNqQW6zoFWe6lVePFsKdgx/tFYDsgyad8aSb4B12nO9VMr3lYksVVyoUDachMWXCqYVZs2Y16mEUCoXg2muf4X//+xYQAp5FQUEREybczrp1/yEjI5Xbbx/Ptdd+HHO+36+Tl5fB+eeP4P77t+D3a4RC8v/Zw2H46KPd/Pa3+fTqZXLSSUHefFPDNP3oOuTnm9x8s8bxx4sfg4kK2EVF8MUXQli33MggBNURI8S2hCt9G4YQfWtqhAicnk598/OuXa3MduJUVgpxurRUvAGBgHBv5+cLYbtzZ2Fn9rJLG4ZQ/vv1g9GjhevcUn/tD5+RAb17w4cfim3O65WWih7hxx0XeZO8sFzmVpn1tDShVNuvm5VFqGMuteXub3BVlXjb7H8bL6xYeNIkMQ5g9erol2maoiX7Aw/A999HREFNg3XrhJn+s8/g8MNFCf/XXtvl+qMjHIYXXyxssBielpbM1KlncMMNr8Xs8/l0Dj98ABMnDm/QNRUKRcuj4kpFYzDNFE49VXylOxMou3ZBpFw6RIRr+7qbIN6Q/uEpCBd40Da3T63ZHW4va5mEeD1u7nCI9ESvtR1vF8rFcjDoo7pab7ALPJ6bR5bXC4UgaV+7whuDzK3j3Od2jF0Edzh1nOuGP4mQxOEtc3x7OXmsZadLR5actB9TXm71cvQqaW53h7s5wZ2OHy83ubPfOLREslLR9lDO8P0XFVcqGkNHfylMmQL//je8+y6/uLYPW87OZfHiwWzevBvYjugfrpBj4O4Qh+gYstblOHtcKbaFQoGEKwxB/GWvKSrW3NuYcl/EozJB276vIQ5wa9k2N9Djur9lsWFDqgo5qwvJHOLxKw3FixNllYicJdZrHcthyboSwhWNp7mNO004prBdsb+Ns1co9ksKC0t49tmZGEbsJ1U4bFBYWMKrr87h8ssn8cc/HkZpaQ133TU7SuweNqwLb7/9SzIzk6mpMTxFZ02D6mqD0lKTo4+uZskSo07wrkXThMabkeHjF79Ixu/XGDxYJJHdRPGOHYX++/77woEMETcyCA33m2/g2GMjgrjXh7LPh1DWrSbl1kP7fNYbJkRsn0/0066ocL9gaqr4dvnf/6IF5FBIrHfoIBqZNwTTFM/QtWu0a13XYeBA0SP8hx/cX6hpinquRx4pAstu3UQ5dbfX0LNnrGtd18X1O3QQ5eT9fmpdqsnbqa0V2nrPnlBcLD9G08RbsnEjvPdepLd4Xp74sq6sFELDsceKqvPffRd7Devfyk03wVdfQTBoUlPj/U1cUpJ4FFBYWMpzz33Fl1+uxu/XOffcw/j4458oLRVVE3Rd45xzDuWpp36Lrnu3F1C0bZp75Hdr1FgUivbM+++X8Yc/ZFJdLb5iMzJE0sQqny7c4fbJIDrhZqexgrjMFe4s095asbsf7O+L0x1uT1B69Q4XsVu8xKOFm9PHvr/FPnedtqOGPoiXY8e5LEte2pdl25zCuF/ez1Hm8Hbb7pXgdEtoOq8b6/KWlTQ3JOtOB5msJ7jzPGsZx/ktI4SrpKVCoVDsx2RlsWf40XTsMUOM9J87l3HjzmTsWNi8eTDQF9gMeFQXbPdYcaJVCt0ufDtjSC9XOPXbTNPArXc4JC6K77ckEjc6j0908jg+UUe4V+WgRIVwN7e4XAh3Orud8aFbDCmLM50ucGdVrJYTwhUKxb5BieEKxT7gu+9WEwq5DwXXdZ05c5Zx+eWTWL9+J9OmvU0otANdz8Y0NUyzir5908jPzwDg8MOzefDBTa7XM01xzN/+FmTpUiNK5Lb02PffD/PiiyEuuSTAsccKI7Mbxx8v+oRXV7vfb/t2UT49O1v0A7fr3NGvFXyEhcDt9QLKy8XFevcWqq2bkDxggFBrnU5qi/XrxdSvn1CIV6xwv6+uC5X41Vdh61axbppiCgTgxBPF/SB+HXLTFA7xlBRRU7ywUCjNTpd5ZiZkZYlj7VijHYqLxTEkNurLOqZPH6HHV1a6lz+/804xt/59bNsmlq+8Eo46SmybPDlSVt+JYYgq8Zs2Qa9eOr17J7Nxo/wPr+twwAFpdc9oEgoZBAI+6bHz56/jhBMepLy8BsMw0TQN0zTp1asTTzxxIVlZqYwa1Zvu3TvGf0MUCoVC0aYwzUzOPFMM2rIEcbuBNhTSMU27MG0XsEEkOOx4CeJuJBFxSlvLdkE86H5qixOvzLTXPruzPPo4e0lLGW5JTNm61/nNUjK9KTOmXiXR3ZKRXtfxEMKd5dHjCeIysdvtPK9j7dvkCUsvV07Y5RjZvzPnec7S6aCSlYqmRDnDFYr2R0EBdDzmGOEOX7iQfmPHMm5cPvPnd2Lz5n7AepQ73At7n2WvkujO73n7Pp3YQZnC8OAlglvb7HM7icSX9STqCo93zN5+icQTvd32uV0rwdLozgGWbgMg4wnfMoFbFle6nWuazlLoicSVMpHceZzzuvZlmTCu2u4o9p7mdoa3h57hzYGy0ykU+wCfL/7/aj6fTm1tiOOOu4uff94BGBhGEaa5B6ji/fe/54orngbglFM607t3Cj5frD3c54Ojj87hwAMz+M9/gq4/unUdnnxSfCrn5cHvfhcprW2ZkgFOOEEIo7t2xS+Bvnu3mGuacIs77+33C9eyFkogSWyp6WlpcPDBkSDOeghNE82qu3YVqq+bUqxpsHKlWB4wQAjLbi9kxAhhc962TawbRrTT/P33Iy5xqx65FykpQqTfvl3Y6+2l33VdCP1HHCGEfzdsPcUTjXdLSmDZMlF5Pi0ten9Wlmit/sIL4tL2L09r+ZlnIi9zz574X7CWA/2Pf+zm+pYYBpx7bhYXXvgxqan/Iinpnwwa9BxPPLE4qmJCZWUNJ5/8SL0QLt4CMd+6tYh//etzTjnlYCWEK+pJZPTy3k4KhaJ18c47S8nIQDqJr2dLmLbEamtdt223Y9/mc2yXzVOIlEtPsi2n1i23dmRui3gODPsUe65pGnF7TEPsZ6rzc1bm7kmIRIIk2Y0SPbch93Jz7NiXZSXQZaUsJWXSDX8StSFdWtZcJno7y5rLzrFvt8+dy/Zzg8F4QniVZFutZN0r0em1P0hLCuEqaalQKBT7P8OGweoBdaaHpUvh9dc5+2w4+2yAscAooIGVBtsd9hLT1ly2zWtAXLS4GQwarjEleIvkshiyRX7Xeyn1MhKtMJSIwC0rh+5SGt0aYJlIyXO3uNO53y2udDtHtN2xYsdqokujO8ukV9m2WVOVY59bu55aYuNTmbNcoVC0VZQYrlDsA448cihpacmu+8Nhg5NOGs3bb3/Lhg2F2HuKWxiGybRpX7J16x4CAZ2PPx5J165Cvfb5IhXGhw5N5803h1NeLkRRNwwDfv5Z3KewEJ5+WvSF3rRJjI7dswcmToTTTouuYO6FrgsNe/162LFDaMDbt4vr7dhh6ymeaGNxwxBO7p9+EsqtpdJ37gzHHCN+sLg5wi1sYjJ+v3hR6emRe1jPMmyYEN1XrHAvfR4KwZIlYn3gQG8BvksXoSjPng1r1og3NBQSb2SnTuI5RoyIVaRlVInS4ElJ3m+dzyd+v33wgXgZmzeL21ZXC2P8hAmijfmGDfWXlGKVvQfxiF453+RkoelXVoY54YRsJk3KqX8WiJx7zjnZTJ06g1dfXUFNjRglsXZtMVdf/QW//e3H9YL3m28uYPfuCteWAt999zPff7/B/YEUCoVC0eYxzeHMmBHtCnfqhtEiuN3BLRO9ZVg/k9wEcev6dkf4/lIuXVai2s0xDrFuCSTHheMOKvJKTMY7Li6JJhqbKhvqVX7Svt95jn3udZ0GlLB0c+u4OXGcjh83B4+Xi0f0CXcOjEhU5HY6dNyOcatMoJKUiubBcoY316Sc4dEcddRRpKamtvRjKBQMStkEkyaJlaVLya/+mXHjYODATESp9N4t+Xj7AVbvcPv3tmxbvKpEzlgzMRHcjUTCvVY78N0ZM7rFmYmUQ49zvFt5dDd3eLxBmPFiSHdHuFcMaY8ZnQ5ve4zoPM4Zb8r+7bV8aXQ1wLJt0pwxpfj/pqVfYeuhITGlEsMVin1AZmYaf/rTGdJ9fr/O4MHdOeOMscyatQy/3z05axgmX30lynxv3bqblJSfgS2Ew0WEw3sYNqyM6dMH07VrMunpop22G5oG+fkalZVw1VWiBbZhCPF02zZRmfz//g+++EIc36OH9wetrguH+dat0T/0rbIgwaAQxgGh6sbr85yWJuzNmzeLG2uaOEfXhRV5/XpxXGqqt0JslSKvqoK33xYl0HftEs21DQP69oULLhBK8a5d8YV160X06SP6mjvvbQnsBx8MixZFX896HSUlsHq19+t3wen0tt+2qAiWL4/cyppAbK+qEsft3u399vt8EZf/737n/gPB54NzzzW47ba1dO48n+HDf+Cjj3ZzwAEpHHFEJgcdlMZpp3Xkk0+GsWPHMiorg4RCkffDeraXXlrBZ5+Jsv8//LDRtXy6xaJFGz33N5Ty8ioeeOC/DBlyJZ06/ZojjvgT06bNwlA1Z/YLmjvAbLU/kBWKds6aNSukYrgliGua3QVud4XbhWqZQ9w+dxPEqbtOksuUwAjCFsfL+e2c7Oc4y1hGH+cmgNs/SxP5bHUTxlucRFzhsmPckprxEpmOY2VJSmdC0SuRmYjQ7Ux8yoVwp2jtJmi7idx215hschPTW0dsppKWCkVimKbJF198wQcffEBRUVHUvg8//JBu3bq10JMpFDZ69aJy3PEi6bVlC8yezdixMG4cwBCEGK7c4d7Yv79l3+nOGNI6xzmPHmRp4SWCx4s57Uhj0EQrBDVnUNqQ8uheDvJGDLKUxX1ecaObcO61zUsMj8SVzv7diVYRkgnnskpWstLozgGYCoWitdJUMaUSwxWKfcRf/zqFm246s17stjTUMWMG8fnnfyMpKYCux3dM67rG119vY9Kkd9mwoRgoBrYC21i9ehPjx09n585K/H6NCy/0u8ZJmgaXXhrg449jBWw7Tz4pRMsuXURFcjfdeehQIXh7xYdWsIOmQU6O+4GBQLTwLGPLFqHuJiUJQdvtwUxTlFN/4w1Yty6y3TCEjX35cmGVhvhBsKaJY0xT2N0zMkTdcbuynJcHp54qXqiXsL51q3jDkpLi2u7NtDTKy8XbsWOHaLceConb+v1CIM/JEa5wr0e3qsV36uRtRg+HxTEA/fqZ3HqreB3OSvXDh5v8+OMSnnxyO1VVkQuuXFnBggUlPPNMf6ZPH8LgwTpffrmFcFj+fvh8Gs8/vwyAjIzkepe4GxkZKZ77G0JxcTmHH34Tf/nLS6xatZU9e8r49tvV/OY3j3DBBf9QgrhCsZ/Qp08fNE2Lma6++mpABM5Tp04lPz+f1NRUjjnmGJYtW9bCT63YG0xzKO++G10iPScnUio9Ui7dLlrLnNuNEcStKcVjau0/s6wy086eevESS+5CeTBoSAcTxRtg5BY7JpRz3KuTmxCZG8e+3XlMIuXRHeUO7D3CE3HayEpQupU+d5ZAdztelLCsIFKSsprY8pPOfdVxjk8ksWnNWx4lhLddmtsZ3tZ/VhQXF3PhhRdy4IEHctlll1FaWspRRx3FhAkTOOWUUxgyZAg//fRTSz9mQqi4sv2RtvBLuPFGEUh+/DH5K7/g7LPh2GMzgTHAgewfrXBaCqfYLRPA7UK5U4yMjTXjDVT3GnzpJYg7z93neInbXsuNrSzkUhrd8Cc1yMHtFT/Gm9ziy+jS6LI4UbbPGVc6S6NXERtr2rfZy6y3fGl0FVe2XSxzoIorG05zxpStPUujULQZdF3n/vsvYuvW53n++Wt4/PErWLjwYebNe4Du3YXyOGnSSEIh9/ppfr+PY48dzu23fyOtrh0KmezaVcUTT4gPhKlTk8jP12K0Vp8PxozR+d3v/Mye7W2s3rpVaMWaBkceGath+3wwfLgop11dHf99qD8mPV0Iyc6bp6RAbq6o3R4P65ixY90d4n37CtF55053cfqrr8S3VH6+t53eNEVp9pkzYcYMUf68pCTi+D7ySDjlFPH8XjXqQfzxysvFeR06uB+n65QamfVV1q3HqK6G0lIhiKekiMcvLfV+dOvtOuQQ75cZCIjRmUceGaRTpxBTp4bIyQkxYoTBgQeaHH00PPUUXHrpDr7/vjRmIEU4DMGgyY03Cvf+9u3lnm9FOGyyebN4+HPOGYOsTYBFSkqAyZMP9LxeQ/jrX19lxYrNUWXZreVXXpnNW2993WT3UjQPzR1gqpKW+wcLFixg+/bt9dPMmTMBOOeccwB44IEHePjhh3nsscdYsGABeXl5TJw4kTKrjYZiv2Tz5h9ISYkWwK3lSM7I2Ss8ybZsEU8Ql2EvvZ7kst7acQrbMtE7tmRl9LIRtZ5I0jLRRKX9HFcSdfM0BYney0sIl+1vRHl0L7eN85h4jnGvcpf2403Tq7+im/vb2YPROcDCTQj3GnihUChaIzfeeCPffPMNv/zlL1myZAmTJk0iHA7zzTff8O233zJs2DBuvfXWln7MhFBxZTvk6KPZltJPJLcKCmDuXMaNs9zhA4B+QI+WfcZWTWNKocta8ES2maYhjQNl8aV9vs/YmwGZXg5va7/suERLo8eLK/1J0pjQa9ClLLZsaEl0+30icWVD3N9uru547XoMx7nOf4cKhaI10ZwxpRLDFYp9TG5uDhdddBxXXnkihxwyIGrfSSeN4oADeuL3x/6vqWkaV145kaSkZGbNcnfZhsMmr78uSnB37arx0EMhevUqR9PEF3xamsH11/v4/PMUUlO1uAZmEBXFCwvhiSdEL+mffxYi+ZYtIpY64IDo9tteaBpCXSovF0puVpYQxtPSoGNHYUH3+YRYHO+C4XBE5c3OFiqudU52thCnjzsO1q71vlZVlagN7/PBUUe5P3jXrkLktpzk1htn1SOfN0/UmYfEmqz7fOK8pCRRyt1JIECoaz4l5e7XKipK7K2yP1Jysih/blWet7CWDznE4KSTwsyfH9lXWGjy7bdhRo0KM3Mm/Pa38PrrO13LrYfDMGdOCdu319KzZ6bn8/n9Gv36ZQNw8MG9mTLlUDSXE+644zSys11qxTeQmpogzz47k3BYHvz6fDr//vdHTXIvhULRvHTp0oW8vLz6acaMGfTv35/x48djmib/+Mc/uPXWWznzzDMZPnw4L774IpWVlbz66qst/eiKvcA0R/Huu0gFcSvfI9zhsnLpzi8wr+9tt3LpOpFe4Ul163ZBvLXjVvbcrRS623Y5bqK4tc8+d26XXStqf1OK4PGSlokkLOMlJu3HOudeznBHwlImUsuSko3p2eh1XnRp9ER7hHsJ4c7kpKyPfesrj65o26ie4XvHRx99xNNPP81tt93Gf//7X+bPn899993HYYcdxpgxY7j//vtZsGBBSz9mQqi4sn2SX/ADTJkivouXLiVrw0+MHQsHH5yCEMRV73Bv7M5viP5elw1wcxtoGcEe/7kNsrQf5zzHua3BxDsx7qhNGj6YUrbuFos2ojQ6fr/0OyrRUuhugyYTiTmt/Q2LK+2DJ52VBNyqWdnjTvuyswpWy8aXyhXetmlu405b7hnenDGlEsMVilaE3+/js89uZ8wYIZLrulYnMmtcdtlxPPTQBVRVxY/iKitFGcE779zKOeesYvPmTZjmSmAFlZUr+d//1lBZKa4zYoR3/+iUFKEBP/98xOxcWwtlZULP/vFH+PRTsT0jI/5rTE8zobIy8qmtaULETkoSGYjaWrE9Ozv+J3tWlmhqPnOmGL1rnQvCbT10qHhxiXxLWAFsXp5wfzsDzYED4ayzYMUK7+tYtcrz8ryPS00VqvTu3cLSbZpiUEBKinjt3bpBjx5U1Hon0y2XuM8nTnETnTUNevaEb7+FW2+FRx4Rb7k19sBy+N9yi8kDD4SllQcAnnnGZOFCsWPXrmDcsizFxSG6d8/khBP64PPJHy4UMrn00ojb+8UXL+P6648nNTXy2jt1yuCf/zyPP//5RO8bNoDdu0uprKxx3R8OG6xZ41GqX9EqaM7gMpHftorWR21tLdOmTePiiy9G0zTWr19PQUEBxx9/fP0xycnJjB8/nnnz5rXgkyqagvXr340qlW6fLId4pES6s7d3wHE1u2M8kXLp1nVSEaUzrbk1Oa/f2kjUxWNPHMVz97gnK+N9rib6eWtYf4uGCOKyiydyw0REcK/z7HN7yYJ4pSzrlq0SlokkGO3lK52lKGXHJVrqUl7Cshx5mcpq21QrOUa2bL9+6+0TDipp2dZRYvjesWPHDgYNGgRA9+7dSUlJoWfPnvX7e/XqRWEi1d9aGSqubEeMGsW2nGFwzDHCADFtGieO3cPZZ0OHDsOBg4BhLfuMrRqD2CovluDojBtlfZxlMaZcEHcTup1CeJMI4nt9cgLIBkna1+3HNbY0et1UG9KbrRR64+NKWZxoxYj2uNLreGe7HnupdedAzZZvvaNiyrZPc+cp23KZ9OaMKZtwSL1CoWgK8vJymDfvbyxYsJZ581aTlOTnpJNG0atXZwByc33k56ezbVuF9Hy/X+Pww7sxb14ZU6duA+xxmxCE162r5rrrNjFtWn/OOEO005ahaXDmmcJYXV7u/swLFojfC6mpIvnsdmyHDuA3ar2F6ZoaodJ26iTc4lVVscdrmhCOd+yI9AG3u7RB/HhZtgwOPFCUP1+71v2+miYE6DfegI0bxbp1bKdOkdLnxcXRgrsT0xTPBEKZXr9evBmy+w4cGFtK3epJHg5bdraEvtysxMqBB4oxAbKX5/PBkiXw1ltifIBhiNsXFkLnzvDQQ+KlzpljsnWr+738fpg2zWT0aDjwwHRWrqx0/V2QkqLRs2cyAI8//gsOP/x1du+uqq9qoOsahmFyzTUHc9RRPerPS0ry8+CDU/jrX09j8eJNBAI+DjmkD0lJTfuVlZOTQSDgIxiUZ6Y0TaNbN48S9gqFolXy7rvvUlxczEUXXQRAQd0HY9euXaOO69q1Kxs3bvS8Vk1NDTU1kUEzpV79KBQtgmmeTm6uMPI4Wy1XV4t5KKRjmj5EUs1ZNj26zLfAfqx9rtcd77OdYznP3cqlt3yyxRsv146bQA7R71lku0wEtyNLZMqOccPvB91NHG2oyu73J57cbIwz3H6em+Dtcb6BHrfUuXO5Ia6cRCb3EpbxypzbHThuznBZAlzmGG8dqKSlQuGNYRj4bNXRfD5fVLUvt8pfrZ2miitVTLl/kJ8PnH02zJ0rjA5z5zJu3KnMnw/vvz8QWA5sA4pb9DlbL24OcGdcaT8e5PFmmFAo4DqQskUHrTflzeMNrLSWG1sa3RZ31ob0qNhRVr7ca2pMpaHouLKaWHe2lzO8iuh+817HO/eHJdtbV2ypUCjkNGdMqcRwhaKVMmbMgHqHuB1d17juuoO56aa5Uo01FDK55pqR/Pvfha45vnAY3nijiH/9K0T37n7uuQduuy0iquq6WD7ySLj8cnj33Wh9OPaeomT6wIHCaVxTI9p0W1htsTt1AioTCBotMXjUKKG0Wz8arYdISYGDD4YPPvC+jiWGDx8uSpiHQnJh/YAD4PPPYdMmsc1+zJ49wnl+3nmJOZACdS6w6mrhDt++PXp0QHKycKynp0del4yKCsjJSeiWfr+4xcaN4v0vKop+/zMzhbv/jjvEul1gNwzYtQv+/W/hGN+1y/tepgm7don356qruvHaa/KRWD4fXHRRVzIyxJdXv345LFp0Pg8//D3Tpq2gvDzIiBGdueaaUZx77iDpNbKyUjn66MHx34BGkpaWzLnnjuONN75C3qfc5JJLJjbb/RVNQ3O7t5UzfP/j2WefZfLkyeTn50dtdwbMpmnGDaLvu+8+7rzzziZ/RkXTsnMnnHqq+NqVCYVCGA/Yvt5lg6AaI4iDELxTiCRkUhzz1uE+cMet/Llh22/fFiQykEAmlrsnLe3EE8T3ioZezC1glpU5b+h1rbnToROnPLrMEe6WhLQ7ve3HOB3h1n43p7g1D4Vk5Sstp419LhO4nUlOrwSnUyh3iusqWanYt1jO8OairTvDAZ555hky6srFhUIhXnjhBTp3FoP699d+2k0VV6qYcv+htMcwsqZMgcceg+nTOfrvo9lwdj4bNnRnyZJDgFJAVQGQY48LrZgxQOIDLqMHXZqmgVWdyekQd9vmpFGf614nNUaZl8WabmXRGyl0S93gtn2WEL63grZbjOm1LxJXWjFkvHY7VjzpPN4txnQO0nQK4da8daAGWLYPrDLpzUVbLpMOzRdTKjFcodgPue66g1myZBcvvbQSn08jHDbx+YTL9tFHj+GII/K55pplceI3k02baklL8/Puu8I1nJkp3N2pqfDrX8ONNzasF3hxMfz0k/iw9/kiunCXLkIIb9DAnfJy0ZwcxIUMQwRzvXuL4bq6Lm7ohb38+OmnwzvviIezXpRhQI8ecNBB8Mor8muYpmiQvm0bdO8uXsju3e737NsXli+PWLQ1TQjgPp8YLZCfL7bFK+dRKxz06ekaxcXuX3I+HyxeTH1/b+tlpafD6NHi7erUCR58UBwrS8IYhugFX1ICgwbF/yMNHCiOGTcum7vu6s1f/7qxPra3XOcjR2Zw//19o87Lz8/gwQfH8+CD4+PeY19xzz2/YebMxezZUxYliOu6ztixg/jtbye04NMpFIqGsnHjRj777DPefvvt+m15dW0rCgoK6NatW/32nTt3xrh6nPzlL3/h+uuvr18vLS2NKs+kaD28/34xf/hDTow73J4vCgbtvcMtV7iPSLIuniAuw0ryOUuw70/ucHB3fMebRx9vT1o2hoQTBs09EipR4iUprWOcx8Ypme7mAHcmMd3c4vEc4F77Im5wZ+LSWfbUvi47JpEekG4Jy9YlhKukpUIRn169evH000/Xr+fl5fHyyy/HHLM/0ZRxpYop9x+yshDu8GnTRIXBuXMZN+5c5s+HJUsGAD8Da4GdLfugrRK7uG1h/16Xtdhxxtj2AZnxB082pMJQq8FLCLdva4gw7iGWG8QK4c3tAo8VwhNxgVuxYDzB2yuulMWYrSuuVCgU3jRnTKnEcIViPyQYDJORsZtAYBPBYCbgIzkZ/vKXsVx99UEA5OYGXMVPi44dfZx7ruj5bRjCjGxx662iMviFF4oW2kuWuF8nEBDH/vBDxHUcDkfuvXmz0IN79ao7ON6w+OpqofAaRqTGt/Vitm8X1i9dFxetqvJ+MNMUJa4WLBDX1TSh9ufnw5gx0KcPLFzobX3XNGG77t4dDj0UPvpIfkx6unimbdsi200zolCvWyfeKOu5EkDXhZgtc2xrmhCwv/km+nYg/pZz50L//uK4rVu933bDEPr8gQdqjBkj/pZux198cSTJffvtvTjmmGyeeGI7P/1UQadOfn7zm1zOPz+X1FSf/AKtiN69c1mw4GGmTn2NV1+dQ01NkI4dM7nyysnccss5JCe39n6vCuUMV9h5/vnnyc3N5aSTTqrf1rdvX/Ly8pg5cyYHH3wwIPo/zpkzh/vvv9/zesnJySQnJzfrMyuais/x+8+KEcPrBhPXfVZY5dLtDhVr3U0Qt+NWLj2pblvAZWrtCEd3ZO7mEHce65XIjHV/x8NZYn2fE69suswh7kxUup3TgMSllbCUlUL3KmnZkBLobsdFl0WXidxuyUevUpXxyqyrhKWidaCc4XvHhg0bWvoRmpymjCtVTLl/UenPIm3sWFEmcfZs+o0bx9ix+cyY0YnNm/sBq1BiuBdu7m/nfgvnMY37wGxyF/je4IwrE4kVrbmbWG7fn2CMafiTGiV2N4Uonpgj3HKBxxPLvQZdOoVye9Wh1hVXqgGW7Yfmdoa35Z7hzRlTKjFcodiHVFXV8Oabc/nuuzWkpiZxxhljOeKIoQ3qdWCaJmef/W8++mgZhmEC5QBUVsLtt0+nQwc/V199LBde2JkPPyyRXsPngyOOyGDdumQ+/tj9XjffDL/6lagyPmuWMFrLPmyPOEIIqV4fxBs3ChO2HgiI8uBuYnByMqxZ436xqirhuu7RAwYNElZ02bU0TTix33tPOLUtTFO8WWvXihLqDbGrm6Z4vgEDREl1e//w/HwYNw4WLXI/PxQSYn6vXqIvulf/cb+fikqN7duFAd7nE23NAwEhkKeliQT/J5+4X8IwxJiCY44Rgrrl2nYjO1v8+3r6aR8TJ4bZvTtyvN8vvsifecZHz57R79lRR2Vz1FHZ7hdu5fTq1YXnnvsjTz11FRUV1WRlpaHrjXe1KRSKlsEwDJ5//nkuvPBC/LaEgaZpXHvttdx7770MHDiQgQMHcu+995KWlsZ5553Xgk+saEpM8yw0bSd/+lNujIPEvi7KpVsCtoU9WeezbYPEy6WnIhIx1ry67h6pdcvVTfuCmwxZOfREkpGyhKZIZIbqyjDaaawoDt5ac7NkGOzJy3il0t2c4PZ1Z5kCpyvcWs/IqO8T7hStrbmspLlXiUqvMpbOY0UfR7ckpTPR6ExqOhOazmSkW9n01pustFBJS4WifaLiyvZNWhqiVOLKlcJlMG0a5994E4sXwyOPjAG2AxUIUVwRjT1edpvsxzpjTefgTD0mtrfmTRYGJlpnPZEbxhtc6TzWOW/IQEpZaXTbstV2x2qTk0jLnUT2JbJNDLD0GlSZyIDLRKsMyZZbX1ypYkqFouVRYrhCsY/4/vu1TJ48lcLCUgIBH6YJDz30LpMnj2L69L+QlpbYKOGvvlrDBx8sdd1/663vcvHFR3LmmR2YMCGLL74ojRJAfT5IStJ45JFePPecd5y2e7eI+3/xC7joInjhhejK5JoGhx0Gxx4L33/v/dzBoNCx09M1zNQ0qKpEM00sGVsDIRDruujT7cWOHUIMHzFCiNqVldGCuKaJADAvD7780v06n34KgwcLd7iXU9s0hSv8ww/FvS0Xuc8nassfc4xwfBcVxR+aVVwsxPC0NE8xvIJ0li+PPJbV2xvE43boIAYnlJZ6P7Y1mOq446Id5HZ0HYYNM3njjSoeeaSSn3828Pk0hgxJp6oqgGHAUUdpXHONzujRbVckDgT85ORktPRjKBqIcoYrLD777DM2bdrExRdfHLPvpptuoqqqiquuuoqioiIOO+wwPv30UzIzM1vgSRXNhWnmcvzxMGSISMLYHeLV1fZy6UlEEnXOsukWdpd4IoK4zBGehEjIBGi9Yrgdu3sHj7lbrCMSmqGQcMM3pnW3nRZ398Rz8Mi2OZX7BjrCZW4ce+IyEbe4WyLTebw9aSkSlvGc3InssyZZKXU3Z0/rbSOgkpbtC+UM3zteeumlhI674IILmvlJmgYVVyrIyYFJk0TPufnz0efPY9y4I5g/X+ebb3oBGxEl01vv91jLYI8bDcl2iI43rX1yAVOmRTfFZ3V9yOZ2reZOBMiEcPu+JpgSrR7U1OXRI5WGvAZY7q0Q7uYGV/8/KloHzZ2rbMs9w5szplRiuEKxDygtreT44/9KSUklIMqcW3zyySL+8IenePbZPyZ0rbfe+h6/X4/qb2ynpKSaL75YxUknHch//tOdCy4o55tvQoTDQsQ8+uh0Hn64DyNHpvHPf8bXbktLYedOeOghWL9eVBhPSRF68PjxMHly4n3FQXxYm7oP0jIww2EwwuJkvx/NpwvXeDysbxPTFC7ttWsjNd41TajFY8fCvHneduiKCuHw7tMH+vUTL9D5baJpQnhftky8EdZ9rX0VFfDtt3DyyYk3Vwdh8c7IEJlIB0Z6BqtWJbt+sW3cKMTwhtxu7FgxcOG776Jfoq5DUpLJ1q3l/N//VdUfHw6brFpVTlISfPllB0aPVl8XCoWidXP88cdjunxwaprG1KlTmTp16r59KMU+Z+bM3Ywc2cmzd7gol55EtJBtYU+geAniTqz+4D7bcsC2bpVib41Yr8tatuZe5dK9iefacXV6S/bFTSJ4HRCvkaQ1KtSrlKXbsrXu5gj3EsYl7nCZCN5Y8dst0ekuhMsSllb/RvtcVpZS5u6JV77S3pe8daKEcIWiYVx00UVkZGTg9/s947H9RQxXcaUCXRd5nhdeqO8dPvb8Ixg7Fr75ZiCwCegBrG/Z52x1uAndzmVr3RkLyNvvNCX7rOKQzH2UyKDKxgjjjipEtSE9SuRuzr7g0XFlNbEidhXuYnc14u/tdYxsoKVsAKaKKxWKtkBzxpRK3VAo9gEvvzyLoqJyqbhpGCYvvfQF9977G7p27RD3WuXl8cXi8vJqFi7czYQJn1FeHiIcNgE/um6yYIFGVVUXII0RI+DNN72vNWgQTJ0aMWtXVUXadL/zjjBGn3yyKMPt5VJOThZCev17UCeAWx9DZt1/tECAuM3O09OFiD1zZuxxXboIp3YgIB403lApS3w/9lghbFvObxDn9uwJRx+Naz150xQ14nfuhM6d4z97x44RcT4lRbjhRcQofmylpFBS6vOMwU1TuPa7dhWieFGR/DhNg759Yc4c8XfevBmysoRLv7JS3O7ww2HQoCDnnltVf22LcFiY16+6qozvvuvo/kAKRQvS3H142rqLR6Foa5hmJ/Lz4eyzY50Qdqqq7CK4vUS6MylnF4ll4rjdHZ5CdLl0K1ljT9y0NmQVX2RCuKyEZeLJykT7h7tViUzoBk1xjKxEuvPh7Otuk32/bESGI3lZG5KXR7cvl5cnXv7ceZzdGW5tCwa9nDh2544sOeksdV7lsj8sOba1/r8QQSUs2yfN7Qxvy70dAYYOHcqOHTs4//zzufjiixkxYkRLP5JCsfcsXgyXXgp//zu8+y75o0czZcovWLw4k1mzRgE7EOXSd7bsc7ZK3PqCe/UQl22zD1rdB7iVRW/sF0S8SkNuZdFl22Tit6M0uiyubIiY7VxPdJ/oD+6MGe3rXm12GuIGt+LL/WNwJai4sr2ieoY3nuaMKdtuvVuFohUxd+5yNM39f7dQyGDBgrUJXevgg3sRDnt/4h14YHfOOGOOTQgHCGEYYSorQ5x++hxqa8NceKHQYmUOY58Pjj8etm4V5bndPmTffluIq927eycr+/aN/9pME6HQ5ud7H9ixoyhxLlOpCguFIxyEOB2P7Gz44AN47jkhhFv07Am/+Q1MmSJGAnjZsDUNtm0Tb1rv3u7HJCeLcup2rAbg6eli7vN5thK3LlVTI+Zjx7of4/fDZ5/BlVeKavFr18KSJaKFep8+QiC/9VaYMaPa9W8XDsOCBSFWrVK1ohUKhUKxf7B9+w8xznCnFhkI6AgBWyfaxe3zunQdPsfcivGs69jLpAds92jtP73iidtuwnjDaEjJuISE8OYgUYeObJszUeklhPtFeXQ3h45zWyKlLt2E8tiEpT0paZ+7JSqd2+2JTreEZbVjv5UUVSgUbY1ly5bxwQcfUFVVxdFHH83o0aN58sknKfUaMa9QtHZOPFGUSh8wALZsgdmzOXRkLWPHQmpqL4QzvFtLP2UrJJ7726L51ZwGDa50ozkc47K585hERHFHzGmPK5vaEe4WY8YXwhOJL6sdy0HbXDZoUwnhCkVbpTljytaekVEo2gRJSf64Ja2TkhKLzC64YCzp6cnoeuwF/X6dCROG8PPPBlu2VNqE8AiGATt3VvO//22hSxd44w1RJlvXxbHWvH9/eOYZWLTIWwcuL4effxai+kEHCUO2HU0Tvxu6NeT3Qa9eQqSW0bMnbN/u7vg2TVi9WkRkI0e6P7ymiWt9/TVRzbmta2zaJLZbx8bDOqZLl1jBG4TQffDBQjB3wzTBNElK8r6VaYr3OxgUL7NnT6Gp2x8jPV08xvTpYt0aN2ANarDc4gDbtoXjxvYFBa07wFS0X+L90GuKSaFQ7F+Y5iieeUZ0I7GmnBwxt2uTmmYJ1pYI7hSw7TgFcJkgbneHJ9XNneutFWfS0r7s5gJPPDbYJ6J2vJLodhJ5IC+njnO7c11SBr3+H6Btm+FP8nTdWG5wmdNbtq+4ODK3lu1TcbHlCK+om6rr5lW2ebVtf4Xk2HLbtnLJfvs++/Wqae0JS1BJy/aM5Qxvrqk9VBs67LDDeOqpp9i+fTt//OMfefPNN+nWrRu//vWvqUmkHZpC0Rp59124+WYRTM6YAdOmMWWKqEIEo4BhwICWfMJWiszpLdvX/B+OzvAtLg1NAsSrJmTfHs8RHqf8udQVXrcuc4S7xZSyeDLRyR5nBoP2OM+KJ8vr1q040Su+tMegVZJtsrjSmrfuuFLFlO0byxneXFNb7hkOzRdTKjFcodgHnHLKoZ5u7szMVMaNG5bQtXJy0njvvatJSfHXC+LWvH//Lrz88sUsW1aCz+cu4AYCGsuWFWOaJlu2lJOdvYNgsBTDqCYpqZoLLqhmwQLIyxMf3vE+YA1DGKM/+0yU4t6zR5RMr6gQQnivXgm9NIFpirrfmiaUdcvi3KEDjBghLOY7d3o/lGmKh8jIgFNPjW1qrmli32GHwbp17tf64QcR3eXnx79f166wapWYamtFPfK0NLF91Cg49FARoCZAdnb8AH3zZvF77OmnYdasSNv04cPh9NNFJa/p0911fNOEadPEcv/+vrj3693bRzhssGdPTd2oT4VCoVAoWi9FRfPw+6MF8IyM2FxStAjuI9od3hhB3O4Od67LRPb9Dacw7u0md+rHe0OTXMfrIjJ3TkNKoycqjtctW84dmePbrUy6fVtjnD2iP7jdmWMlE+2JRbey6PZj45VTd7YI2D9iR5W0VCiahtTUVC644ALuvPNODj30UF5//XUqKytb+rEUisZx1VUwerSYCgpg7lxG9Cll3Djo0KEb0A/hEN/H5bxbNV4iePMhG7fo3B+DJXw3l/vb68ESqTLkJo47Bl4a/iTPKkNecaPbPq9y6SKutDu0nc5upzPcrSe4PQatllzH2V+89YvgCoWi6WjqmHJ/z8YoFPsFp512GMOH98bvl/8v95e/nE1aWnLC10tKCtOvnw/DKAWqMYwqRo/uzMcf/568vGw6dEjCMNzF23DYJCcnib/9rZTLL9/D1q21GEYJ4fBOyssLefbZnfzrX6L0xLBh3sbo5GSh+86ZE2m/XVsrelKXlcHcuaK/dcJs2SKs5tXVwkWdnCyCu+rqiP1Z2Lm8r+P3w/r18OOP4jxNE3bqzp3hF78QavGOHZFryjBNcY0OHYSiL7unpgnb+549Qo220HVxv5qaSE3zBNF177LySUnwwguR3u0gBiQUFMCHHwoxXde9dX4QAxiCQbjsslTXuN/vh/Hj/TzxxGI6dXqDTp3eIDPzVS6++Gu2blUJDUXLo5zhCoVChmkewQsvRBtynYK4CCec5dKt9UQFcSdJHpOvbt5a2RuXTvykVKJlKuNVjGyyD+i4N7Ite7nCZYp/PCG8LmFpF7W9hPCGJC+dbnFrWQjhbj0b3YRvr8SllQC1JzGd19p/EpZKCFcoZ3jTsHXrVu69914GDhzIlClTGDNmDMuWLaNDhw4t/WgKReOZPt2ygsPChTB7NmPHWm3rVLl0Ofbv/4YI4vvGKe73g249Y1P96HeLB2XHJOoMT9A17vbd44wb48WWMtFbJorHCuFuAyVl684Blm6xZq3kGvsHKq5UNHeesi33DLdojphSieEKxT4gEPDz+ed3M378gVHbU1IC3Hnnedx889kJX+vbb1dx7LG3sXz5BkSZmCKgiEWLljFx4u2UllZyxhk9PZ3hAMcc04M77yyJ2W6Jp7ffXsyuXWGOPRZSU+WasabBCScI7dqL5ctjzdkytJoqUQJdhiVMm6ZQir1U3rQ0ofS+9ZYQ1zVNvADThJISUd4qNTWxgNc6ZtQoeQ/y/HxR/tyrRMf27eJbKgFBPBSGNWvg+++FQd7+5ZaZCYMGiXbpskuZphC3Z88W61lZ3veyxhkcckiA229PA6KruPt8kJOjUVj4PQ8/vJySEhF41tQYvPzyz4we/QFbtlTILt3sFBWV87e/vcHAgb+jc+dfc+yxt/Df/87DbOt1YhQKhUKRMIWFr1FdHV0u3S6MW1N0uXTLyW0XrXWifzb5JMt28TzFNgVsy6m0TteQV5/0RPuoJ4Yz7+fc7nacq4CeqDBu398YNb4xiUl7TX7bPzirNLpTrI5X0tJeBt2rXKXz2KoqA9P0KkkpK1npLHfuLIkuK5PuvJZKWCoU7Yk333yTyZMnM3DgQBYsWMBDDz3E5s2beeCBBxgyZEhLP55CsXdccIFQvidNEjmmadMYwU9MmQIHHtgNOAgYAkha5rVrmkfYjjfA0lmox+vYKOwxZWMd4w19qIbEl7Ly6Ckp9eXRZSXQEymJ7tZax7mvuNgeV1YTXQbdq8WOV3zptq3cdg1LeN8/UHGlQrF3NGdMmchXgUKhaAJyc3P47LO7Wb58EwsWrCE1NZnjjx9JTk5Gg65z880vYRhGjPM7HDZYt66AZ5+dyXXXncbUqSO47bYfpdf4y1+G89VX3npyKARvv13F5ZdncNttcM89wvhsieKGAUcdBVOmiEGyXi28t26Vb3dWLtcKC71euhCcy8uFGN6pk3Bjy2580EHwySeRG9lvCvDxx9CvnxCyFyzwvmfnzkJd3rlTrKeliReflyfu06mTEOm9MAzx5mV4/60NAz7/XKPENkahtFQ89pAhMHSocNxv2OB9jcWL4ayzRIX4556Tjxbz+WDyZIO//30nTz21i23bgnTpkk5mZja7d+tkZGicd14KaWlbuOuu7TFvcyhksmtXNXfc8SPPPnuE9+tvYnbsKOLII//M+vU76v8/+Oqr5cyevZQ//OFk/vnPy9Aa4MRX7N80t3tbOcMViv0X0/wVaWnw+9/HCuChUHR+KRi0yqWHEeKvgRDEa21X1Il2ufhsxzvnMme4vSd5a0voyARvrxLobsc3DE+he29I9MPb74/8Y5AJ5m6uca/J7ZiUFAx0qTPHyx0eb7If60x6RtzgTueOc70a8ferdjnOzbUjW24HNgVFm8RyhjcXbd0ZPmXKFHr16sV1111H165d2bBhA48//njMcX/84x9b4OkUiiagY0eRAJs9WyRd5s5l7IQRjB0LS5b0QzjEdwA7W/Qx938SG4TZKLG7Acc1KbIRoPEqCyXgBscf3Se8IdWFGjqJ/uAGkapBbnNZ+xyvuNK5z4pHw+yPcaUSwhUWVs/w5qIte8GaM6ZUYrhCsY8ZNqwXw4Y1pIl2hF27Spk9e4nrftM0eeWV2Vx33Wn8+c/D2Lq1mBde2FhfTrtz5yTuuOMgrr56EHfdVYrP515Ww+eDPXvCFBXB448Ld3damijRnZQkxNaLLrLuG//ZTVOUT7cqhlvtwHVd3EvTEAfEIxgUJ4wdC19/LYYmWqSkiD7gFRXe9UJqakQN8YEDhX26rCz2RWiaEMuXLRP7LXRdTLt2QWGhEMMTfQM0DcMEzTRBA6dcu2SZRmlp7GkAK1cK/T01Nf6trETLRRfBjBniMe3JF58PMjJMZs78mR9+KK1/qwoLy9m9u5xDDklj1qyBpKf7OPDA1a73CYVMXnnlZ/7977EEAvuu0MgNNzzHxo07owaEhMPiRTz66AxOOWUMEycevM+eR6FQKBStl6qqrwiFjooRw6uro0XxUEjHNO09wy1R24kliLsJ4RDpD24vj25fT6L1ieF2vJJOzhLyTpe8d/9w+9xtf5Mjy0I4xW/7drfsqlciM4HJLoR7JSwbmsiUOcujy6K79Wt0E76dAnkV4t+Efe4mku9/qKSlQtE09OrVC03TePXVV12P0TRNieGK/ZvRo0UuasYMmD2bQWefzbhxucyfH2DJkh7AFmAjUNyyz9lGcRtE6VZtKCHBXBYPNsYVbo8t4wW7bgMo7cclGFu6lURvjCBur0zknHsL4W7itkwglw2wbDtxpUKh2HuaM6ZUYrhCsR9RXl4V95ji4kpqakKcdtobfPLJz+i6Bvjx+TR27aqluronmqYxdKifoEdsEQrBgAEBrrgCNm0SomxFRaQt9hNPCNP0ySdDbq4wTss0YU2DLl2E/mxp3ZYwbhEI1Im8yQn0Tff5RJ1wq/y53y+E74wMOPHESANzXXcXxDVNCNw+H5x5Jrz5prBc223vnTrBmDFixK8bK1bAgAHi3nZRXnK/YCCN4kKoqtLQdchIh7Q0s25QgEYwBGvWaK66uqbB2rVw+OHi/XQz0eu6cJHPn2/w3HMGfj907Kize7eGYWhoGhx9NGRmFvJ//1ca8xYZBnz/fSWPPLKT227rRkFBlafWX1NjUFYWpGPHxHve7w3FxeW88cZcQiH539bv13nqqY+VGN6OaO7Rlm3dxaNQtHVM8yg0bTt/+lO3mP7MoZAQxC2qqwOYpvN/esuVYMdLELdIQpRGr5XMq4h1mbcWZB968T4IrZ7r1nIsblUh3fY7l6PWnQ3TGovTFZ6o+G3N7aUqvcpZOkqju7m/3URtZ9lKNxe4PWEZ6ePoFL/dXDqy7bIEZ9tKViohXGFHOcP3jg1e5csUirZCx45w440wf75wiE+bxpTfX8+GDbB06ai68tG7gSWI71NF42l4qx4v07XzOL+faNE70S8A53FuAyzdHsz5gG6ub2ecaR/V6/fHtN2JJ2zHE7tl8WR0pSF7HCkTw2WDLJ0DKJ0DMFVcqWi7NHeusi33DG/OmLJFxfA+ffqwcePGmO1XXXUVjz/+OKZpcuedd/Kf//yHoqIiDjvsMB5//HEOOOCAFnhahaLlyc/vSHZ2OiUl8j7Nfr/O6NH9ueuuL5k5U5TuFu7ZYP2P7z/96TPGju3Oaaf1pHPnIvbsMWI+QHUdunbVSU5O9awA/sQTMHkyDBsGO3bIj7FKfHuZvoNBoYPrXbq49wwHoZj/8EOk7rql0uo6VFUJkfzMM4Ug7vWtYJqiAfeCBbBokfiGCgSEOJ6bC4ccAv37w3ffCRXaTQ0OBmH3biGcb9/umuEId+hEwS5//WUMQ6O0DErLNJKSoGtX8fjxHrm0VDzOpEnw8stux5ksXBjmwgtNW243jGHAZZfp3HefTocOGr167XC9n2HAU0/t4rbbujFgQCZ79tS4HpuTEyA7e9/1P926dQ+hkHsmKRQyWLVKUpdfoVAoFO2YzykuPj/GHe5eLt0Stp1OcTvxxOwkRMJHVi49yba/tdIY1SaStIyXhLRwM2K7JTN12XveHFmGRNzg9mUvMdzvj3HtJOLUcTvGmfB0iuQiYeklhHuVrVRCuKL9osTwvaO6uprPPvuMk08+GYC//OUv1NTU1O/3+/3cddddpNhHoSkU+yOdO8O4caJf4OzZJI0bx7hxhzJ6NCxY0BvoAewC4rTTUySEm3Havs++TXa+bC5lb78EnMJ4IiM/GzHZhXD7IN+GxJNeorl9X2SApVPgbki5dGvZijPbXqsdFVcqnDR3S8e2XCa9OWPKfVfXVsKCBQvYvn17/TRz5kwAzjnnHAAeeOABHn74YR577DEWLFhAXl4eEydOpMxeslihaEckJQW4+uoT69zesYRCBr/73WQef3xhTE9xC79f57HHFpCcrPHOO51JSdHw2QZb+nyQlqbxzjtd+OorDa/Wy7t2wapV0K2bqBZlHWufjxkjnMzxCAYRCcOePeUH6LqoE75+vfwT31KLN28WzbV9HiNIU1KEoP7NNyLC07TI8Tt3iojPcpbH+3YxDBGQ9u0buYb9TcvOZndqD9fL1NYKt31SkvdtIGKc79oVDjxQLNvLzPv9MGCAyaOPipvZB7kKgdvgk0/Evq1bvZOX27aJ/VddNdijlL7GOefkc+mlT5GRcRGBwK8ZO/Z23nprfvwX00i6dMny/Dfp8+l0796p2e6vaH04DYLNMSkUiv0b0zyfF14QhVxSUiJzm1ZZP2maVc7cEnYDeDtTfC7zgGTSie4b3hqxXN6y1+u2Lfr98XJ3xyNeInOvkF0knhIv25bI5HDuyL5bGtOvMV4yMxh0JhariBXCq21z2XHWcrXj2CrJ9fZPVMJSoWh6XnzxRZ566qn69ccee4x58+axaNEiFi1axMsvv8wTTzzRgk+oUDQRvXrB2WdDTk597/Bx40T19ECgF0IMz6X1xnotjVvs7JNsi8Ytxky08lBC8aRbAiDRxEA89d55jPP4OHGlc5Dl3rTa8XKMRxzhXgMr4znFq2zLTiHcuU8J4QqFQtCcMWWLiuFdunQhLy+vfpoxYwb9+/dn/PjxmKbJP/7xD2699VbOPPNMhg8fzosvvkhlZaVnvXiFoq3z179O4fjjRQlon0/8L+z3i/mDD/6Wvn17UlJS43p+KGSwcKFwX+t6kIMPriAcLgeCBAIhfvELnaVL8zjssGRqauJrwdXV8PPPMHeuEMfLy0XFcZ8PjjtOtOVOtKU24bBQd1NSIoKyrgu39vDh3qXIQZyzfbs4f9KkyDb7fl2H8eNFL3A3vvlG1HXv3Dn+/TIzYc8e8Ubk5UGHDmJbly4weDBG3/5U13h/1JaXi0fOzcVT6M3IgEsvhfPPF87w5cvFez1sGJxzDvz97/Dii+H6au9OdB0eflhYErp18/5hlpcn9v/qV30455xe9edbL1vTYNCgNF555SWmTZtLRUUNoZDBggXrOPfcf3L77W96Xr+x5ObmcMIJo+r/7TsJhw1+/etj+OSTH/jvf+exbp1HpQGFQqFQtBtqa0U1y5wc8X1qzZ1OcZGHsvf49hEtjtuTc87S4M55at25qbbJKp+eWjdvLcj6fzsTkeE4+yPXcMvvWbjlCGXnNoh4o5gaalmPJ3jL1m3/oGpJ8kw6upVCLy8XYW9xsXyf85iyMqOuNKt9cgrf5Y791lTumDu3O5f374SlQuGG5QxvrqmtO8NfeeUVLr744qhtr776KrNmzWLWrFn83//9H2+99VYLPZ1C0cQMGABXXCHa902bRtKMt5kyRbQRhOHAAUC/ln3GVoEzVnTGyrI2O/Z9sRWHZDGjE7exjfb9OpIPfTv2dbvTJJ7b2+tBEo0tnTGlbbmyWnetDuQUs50xo1ecaS1H4spq5HGiW9xon0ol+2VxZRn78+BKUEK4wh2rTHpzTW25THpzxpQtKobbqa2tZdq0aVx88cVomsb69espKCjg+OOPrz8mOTmZ8ePHM2/ePNfr1NTUUFpaGjUpFG2J5OQAM2bczrvv3sLpp4/l6KMP4NJLj2fRon9www1nkJER32Kck5PCzJkljB+/nPnzSxAByC6CwUJmztzKffdtAYT+7CasgqgsnpICH3xgjRoUgVdFhTBYv/++KP/tZdK28BEWNvOtW8Wnus9XF6HqQnlNTvZWiu1UVIgILifHsnmJ+eDBQkm23OBuhEKwYQP06SNepBu9eokXaAXGmgbp6aJMu9UjMoEvJ+uYkSMjL9eOpbn/9a+wcmVke20trF4Nb7wBPXpAaqrJkiXuX4iGEWmBftllnT1F87POSuPCC/9LRsbdvPXW53TrVkHv3ql07pzM8OE5PPTQaHT9O2pqqrH377YqEvztb++wZMmm+C++ETz88CVkZKTECOK6rjFsWE/+8IenmDRpKmef/XcGDPgdkydPZefO4mZ5FkXLo5zhCoUiUb75Zqu0VLozBxUIWMk3HSFey4RiCzdBHGKd4Um2eWt3h9uXvV06TmTCtzWXieBubh7Z+UB0QlK23NCHbKhLJzJqwjOhaaBLhfCGusKdiU6ZoB7twPGaO906Tve3swS60yW+/2ddVNJSoWgeVq9ezaBBg+rXU1JS0G0/OA899FCWL1/eEo+mUDQ9w4bBhAnCELFyJcyezRFjDcaOhczMbkB3oBvQnqvW2WPkRPt/xyapEnWAN8SQHZfGJAG8RoI2VBR3DrqsW64N6THub1lc6RVrugno1nJVlYF37+9qxySLOWXHOWPP/VsEBxVTKhTNRXPGlK1GDH/33XcpLi7moosuAqCgoACArl27Rh3XtWvX+n0y7rvvPrKzs+unnm4llxWKFuCnn9Zz7bVPc9ZZ93HttU/z00+N6yHk8/k47bSxTJ9+M3Pm3MeTT17FyJFi1Gnnzmkcc0xvfD652KtpcN55w7n88p8Jh+Uj1J96aicLF5Zz2mkRLdmJrsMpp8CSJfJnNE3hWl66VOjaXqK6poF/51YrmxfL7t1QUgL5+d4itmlCdja89JLo920p9FbQ2b+/+LFSUxNfWK+pEbXLDz88cr5liQZRq9zL9l73BsjEbSeBgHDVf/ONeGS7mO33i9usWhW7D8R6OAzPPw+aphGvXUZampjfcEMuI0akxgxU8Plg4EA/zz//Bq+++hM1NeIfSEHBNtav/4nTT0/mxx9P4dhj01i2bBPhsDwp6vfrPPfcbO+HaQDbtu3m2mufplOn8zjooD/StWsOhxzSH6sqQm5uNqeeehjLl2+mpKQy6tyZMxdzzDG3Ul3t0bheoVAoFG0e0+zOP/4hHOH2SSaMR5dLt4vYFvEEcWuyu8MtR3jAsdyacLpxnGXTvUqo+9A0PeEcnyxZaS277reL3w3BTeB2O8a+zTliwu7UkY2mSEnBSEnzTDrat7ntc7p2ZO6daEe45eDxmso91kttk3Pf/p+wBJW0VHjT3M7wtuzgASgpKcFv+/wsLCykT58+9euGYUT1e1Qo9nvmz4ff/178Dz59Orz+us0dfiAwGBgApLfoY7YMXsK3Pcb0OdaJ2ueMK8F72UK2PSaulMWSiW6z46Wuew2udIsrJW5wUlKoDcUOsvSqHhRvcsaYxcWWEF5F/HgyXpxZ5lh3xp9tI65UKLxobmd4W+4Z3pwxZasRw5999lkmT55Mfn5+1HbNoSKZphmzzc5f/vIXSkpK6qfNmzc3y/MqFA3BNE1uvfVlDjroGh5//APeeWc+jz/+IQcddA233TYNs4k/wf7+9+PQdS2mt7jPpzFgQEcOPHAAGzbUun5w+v3w0ku7yM2FBx8UmrClA1vi6ejRcPnlsGOHtx68Zo04LzXVXRROSzHQdu/2flG7dgkld+BA+X5Ng06d4PvvRVRofyhr+dNPoaxMHBcvG5GdLZT+JUuE2zs1Vdy/Rw849lg46qj4QXF1NbouTvdi+3Z45BFRan7VKvjpJ3Hbigo48UThGP/sM/fSeuEwzJkj5ueeq7nG4n6/aG314IPLGTv2Q7ZsWU737pXk5Ig/TF6en9tuyyMn5zuqqqId39Zb+Mwz3/PllxvYvNn77xUOm3GPsSgtreTFFz/ngQf+y/TpX1NbGx0Yb9y4k1GjruOxxz5gz55ygsEwa9Zs57vv1vDLXx7Fnj2vsHnzc8yfv1J6/XDYYMWKzbz11tcJPY9i/0I5wxUKRUMoK5vn6Q63L8f2DHe6WhJxuFiucEtUtyb7ektiOOZuuCUtE/s56RWbNOa8KBrr3pHN7fvjJS9lInnddsuRY/8ucXPruLl33Mpe2o+Jdt7I+oPb3d3Ono2y/uFtz7VjoYRwhaJ56dGjB0uXLnXd/9NPP9GjR499+EQKRTNz/fVwzDEwZAjm9u0weza92MS4cTBwYAqid3g+wiHeHrHHzTruAyqd59jn0XiJ3879zu3ObYD8B7993bnPayRnvAdtyGhRR5xpoLu6wBNxgru16bEL6sGgJYRbMaFb1SFZzFjrsl8Wn7YNVFypUDQfzRlTtgoxfOPGjXz22Wdceuml9dvy8vIAYlzgO3fujHGL20lOTiYrKytqUihamjffnMu994peBqGQgWmahEJC2bznnjeZPr1pRbrDDuvOK6+cSpcuyfXbdF3jjDOG8NVXF1JR4f2/vmHAzp1BKivhvfegoEAYsysrxb7zzoNHH00sQWmNVqqoEAFWTU1kZLzfL8p/+4xgYs3JxYuD7t1j9+fmwiGHiPrsXtdatgwGDYoo/E40TfT93rJFvHDTjJRpDwTEi/D5EivZXvccOTnu1dZ1XZQ5N83IY5umELbXroUvvhDb4g14shzit9ziIzU1tjS9zwdpaSZfffUlf/7zDyxbVsKuXVVs2bKB4uJlXHJJLdu2HchvfpPCt99uJByWv4d+v87zzy+iZ0/vcl8+nxb3GIDnnptJXt4FXHTRP7nllpc555z7yc+/iM8+W1x/zLXXPsPu3aVRLnRrAMkrr8xh3ryVLF68noKCYtf76LrGO+98E/d5FAqFQtG2Mc0j+PjjaCE8I0Oee9I0K2lnucJlSTy3nof2ueUsd5taxU+yOpyJS5k7HI9lgTMZad/mZtD2SmD6/XW9HaHx7nDZQ8puJHtwa+7s5djAhKVzmywpGS+Zac1FL0d7wtJZAl1W5tw61rldJSwVCtUzfO848cQT+etf/0q1pNpbVVUVd955JyeddFILPJlC0Yz4/XD66cK0NXcuzJ3L2LHCPAK9EUJ4LqIiUHtFFju7ucPBHlPL4kbwjift+5245jCbYhS824PKHrgBgrjhT3KNJRMdYBmv/U5ECHeWQncbUOmMGe3teNwE8rZTHkXFlYpEaG7TTluuONScMWWryLw8//zz5ObmRr2Ivn37kpeXx8yZM+u31dbWMmfOHI444oiWeEyFotE89NA7MS5tC13XeOihd5v0fq+88h2/+tVT7Nq1EdiJru/BMArYtWsLmZlJDBjgHYhrGvTvn8LFF8OrrwohtrJSCOLbt8PDD8P//ieSx6mp3tfp1g327IlULA8GRbBVWSnK8NTWkpiqHgjAtm3w7rvCjm7VXk9OhiOOgJNOEheNR1GRuNZJJ8lF7ZQUGDVKqPcyUd00RaNuu03eDb+fXbvghx+EBr9jh/jC0jRxmy5dYOFCd13dNEW199paGDrUvdS8pkHv3rBzZy1vvlnAhAk7ycuLTmAedhiceOJK1q0riPrCtJaffXYt//vfFrZtK/V8SaGQwebNxRx0UG8OPLBnTN9u+3HDh+czZcoDHHLItZxyyt28/fY8wrYs0AcfLOCSSx6lqkqUL7fE7qKick466S6WL9/Erl2lvPfet1EudTs+n84zz8yMWwLdMMz6+yjaFsoZrlAoGsqCBZ9TXi4Gq1ml0nNy5FUJRbl0K1FnidoNFcRT6iarXLo12ddbEplC4yV82/up2wcJxCYtGzqBewITiBXCG/shvTduHUnpSvuUSALSXurcmrsd45yqqoK20uheJdBl+0pdtpfb9qmEpUKhaDi33HILe/bsYfDgwfzf//0f//vf/3jvvfd44IEHGDx4MEVFRdxyyy0t/ZgKRdNy6KGi/N6kSYRXrIBp0xiVsZopU+Dgg3OAYcBARLn0VpGC30c4qyq5VVjynrzCNGu7cy6LKZ3bdIym+cHvprg3UVzpFMK9KgfJYkxZSXTntqqqIIm11rHHi+WOY6yy6FYsWUJ0XNl2UHGlQtH8NGdMmYAC1bwYhsHzzz/PhRdeiL0WvKZpXHvttdx7770MHDiQgQMHcu+995KWlsZ5553Xgk+sUDScH374GcOQO20Nw+T779c12b1WrizgggtejLqfYYgk55dfruHPf36HRx/9JWPGpPPDDxXSEeqmCcOGdeHll93v87e/iV5II0eKXtcyTFOIuF6u5tJS6NLFJ7LQxcXuByYnw+efRwRqq257OCwU5dxcb2XeIjUVNm+GH38U7vBgkPpa5kOHwrBh7o3Q7Q9dXS3KppeVuR62qyqNH5ZF1ouKIi/x4IMjj+I1mqu2VgwmmDJFvEwZpgn5+WX06bMGEG+Lae4Akjj//K7cdlsnevc26dhxmavj2+fTePLJ1fznP4d4vHDhDO/btyOapvHcc79j/Pi7qa0N1ovVuq5hGCZjxvTm0kv/hd/vIxQK8+OPG5gxYwGnnnoo06ffTCDg5+6736g/3o5hmBiGySOPvMcf/3iy6/87IAT09et3MGJEH5KT/dTUyH/I6LrG4YcP8XxtCoVCoWgfmOZxpKXBtdcKIby6OpJ3CoUicytHFQxapczDRETxWqJFZF/duo4QEn2O4y0hXUfuDm9NOHs22pediczofW7OHTfckpn2cxMZM+mKPcEpc3xbf2jZDeNlVCUOcWc/R6+SlvGSm7JkZzBoOXaCxHfsyEpYyo61rysU7RfLGd5ctHVneNeuXZk3bx5XXnklN998c30lL03TmDhxIk888YRnlUeFYr9l+nQ4/XT0jz4SfcTnzmXsyYMYPRoWL+6FaW4HtgC7ge0t/LD7CreBo26xJMjd4e5xZUOFcueyFK8S6XasGNLroo11hdtG5yYaQza0JHpsXGnFlrIWOm5td+xucPs2e5zatlBCuKIhWD3Dm4u23DO8OWPKFh+W9tlnn7Fp0yYuvvjimH033XQT1157LVdddRWjR49m69atfPrpp2RmZrbAkyoUjSc52TvJmZLSdEnQJ5/80tWFbhgmzzwzj7Kyal56qT85Of4oc7MVqz36aB++/z7F0/i8c6dwPB9yiKg6DhF92pomTBB6sRfBYN2XQ/fu7k7r9HTYsMH9IqYprNfdu3s36DZNsX/mTCgsjDjLk5KE6pyZKRTqRL6t6rLlZopw2Tu/g0JJaSxanhxzmlUOfelSkXBJjj0khqQkGDXK5IwzxF18Pmsu9o8dW8vDD68hHI582YpkSy3Tpm1m4cJidu6spqrKPQMTDpusWlVK7945HHtsX3w++b+hUMigf/8ARx99M8ccczPJyUEGDswlLS0Jn09n9Oh+XH/9JBYsWF53fLju+kIsf//9BTz00LuUl1fx7berXYXuUCjMjBkLyMvrIEqOueDz6fTpk0tOTgYXXzxR+m9f0zSSkwNcdtnxrtdR7L9Y/+ZVSUuFQtEQqqpme/YOt0+RculuJcMtvCrGJLlMdsd5S+OWnLT26Y7j3HuHu4ni8ZKVbgK430+sgyeReC2eoh7vIeO9gAYI4TJhvCFl0iMJSyvZ6Cxn6dXfUVYW3Vm+su2hkpYKxb6lb9++fPzxxxQWFjJ//nzmz59PYWEhH3/8Mf369Wvpx1Momoe77oLRo9EGDiRYVASzZ5NbvJqxY4V5RPQOt8qltwfs8aI9ZnYK4vY+4rEViTRNTzgss7bZ9zvnUaGgM4aMt95QvIJbN1e4S1wpiycbIo472+xYU1WVgXdvb2u7rO1Olct5aoClQqFoGporpmxxMfz444/HNE0GWWqaDU3TmDp1Ktu3b6e6upo5c+YwfPjwFnhKhWLvOPfcI/H75f+7+f0+zjlnXJPd67vvNrqWlAaorg6yZs1OcnJ0TjklFV2vBQx03WTQoCQ++2wIV13VlYqK+P0nKipg/XqhU1dWCj05GBQtt887T5isE+lhYRgIYbpTp+gI1eeDvDwYMED08HYb9mSawmKt60KBt9R4JwccAMuXR86xnw/C4l5bC1lZ3j3BdZ1wUgrVNRpVvkyqU3MI+1Mw/AEhjnfowJbiDEzT/Rq1tbB7N4wY4X4bgLw8k4ceCpOXF+Kmm0IsXhykqspg0CCT006DZ56BtWs3uY4j0HW4//4COnRIchW4QbzcvDzhrP/3v08lJyc16nhLZB47tgO33PIU8+atpKKihqKiMlavXk9ycpClS+/n22//xvffr3Itn26aJv/61/v1o7q8ME2TLl2yOeWUMa7XC4cNLrlkIgAPPXQxEyeOBMT/Vz6fjqZppKYm8d57t9GtW8e491QoFApF+8A0j+GOO4z6MunW5FL5uq5cutU73BKxvZwtEJ30S7FNSbblVNt6S2Lvj269TlkS0ymIR6ZAQHcdVGDHy2ztti2GhiYpvaxAXo5vWe18SQlLuxDuLFXptl1WutJeDt2+LoTwaiLlJq1ylaXElj53m6yylvZ52ytfaaGEcEVDUT3Dm46OHTty6KGHcuihh9Kxo/oNpmgHjBoFN99MIDVVOMWnTePss+H006Fbt+7AYES59L4t+5z7BNmASdmybIq0J2qooRrc40nZuusgS7cY0y2gbajr2y3WtE3OAZaJlEb3mpxxZWxp9HJiY0bZshU/ljmOL7Ftj27Z2FZQcaWioTS3cact9wy309QxZYuL4QpFe+Dmm88mOTkpRtDz+XSSkwPcfPNZTXavrKwUV2e4RXk5jB79LdOmbSMYrAbKMYwyVq7cxT33rKG21mDYMG892Op7/cYbooy3YYhy6NXVQpeeMUN88HvlHi18NRWwcqW4EAgR3Jo6dhSKbjzx1DDEMcnJ0LdvtOU6IwPGj4c+fbyzEOGwUPZ79fK8n9G9BzUhv/ji0TQMXxK1KVlUp3SgNjkL0x+gutr7/QPxXo0aBZ07y/uBa5rJd98Z3HefQUmJ2FZVBT/8YPDSSyH69hV/p7lz5eXurbdlyZJqAgEfZ57Z01UQN02YMCGLKVMeYPToq6mqWkLv3jo5OcmkpvoZO7YH9903nvnzZ9e9VZFv3XDYoLS0kssuewyAJUs2Ru13sn17EaYJBx/cz/Xfqt/vY9KkUZimyf33X0jHjplRA0o0TUPT4LzzxnPSSaMBSE1N5qOPpvLFF3/jssuO57zzxvPQQxezefNzTJgw0vV5FPs3zRlc2n8bKxSKtsjnFBQk5g4X8Yw9iWfvHS7rry0TxO3l0u3LAVqHO1zmfneK/s4BADJHT/xkpXWMc1kWN3rGkom6w+0P5XxI2TEJTgZ6jFNH5thJxMXjdOxESlgayF3eMie4tV1W6lLm5mmbWRSVsFQoFArFPmf4cBg3jpqqKpg7l6wNPznc4bl1U04LPuS+QCZyuznAZfvii+EW8cI353FNQiIDLL0eKo5Ybo8tG+sG95pH4kq39jnW3K0sun1fFdHl0tsmKq5UKNoOSgxXKPYBgwf3YM6cexk+vHfU9uHDezNnzr0MGtS9ye517rmjXEtPa5rG0KF5PPdcCTt21BIKOXs1w6xZRbz00jZ++UuhRcsEXZ8PJk6ExYvlz2CasHUrrF7tXbUcICXZxLdpQ7T4bDm7DQM2bhTbunRxV5c1TfQM/+wzeO892F7XhyklRYjiBx8s6rlXVcVX+CsrhTN88ODINvtry8mhpudA10uEw+KxU1Li6/fJybBqFQQCsfF0x45w8MEmr7xixFzHKrV+zTVhwmGTQMBbddd10RP8vvsOJjs7gN8ffbzPpzF0aAp///tD/Pe/8ygrq6KyspyNGxdTUrKAZ589hq+/vpxNm9bg98st6OGwwdy5y1m7dhvZ2d618QMBH6mpSdx227nSf6tWWfRQKExOzhSGDr2aYDDEyJH9yMpKRdc1hgzpzhNPXMnLL1+HrkeL5MceO4InnriSl166juuuO42OHVVrDYVCoVDEYpoTefrp9Q10h1uitUwQd4rjTkHc6QZPcqy3lDtc5nb3EesOdxPKwUpaxhtQkIibR7ZPx8Wy2RC8MqSJuHdSUqL+gRj+JNc+jLIpUReP3R0ece7Yk45urm+7Y6dEckw5bd0NDiphqWg8yhmuUCj2ikMPhSuuIDk1lfCsWTBtGsePLeX002HgwE5E3OH9aNvp+HgucGsgqCy2TKpfTtRg3dApKqa0aEgLHmhcQOuMKZ1TRga1IV06ODJR57fMCW6fR8eVbjFkhWNuVRSSHV9BW3aDg4orFY2nuU07bblneHPSlr99FYpWxSGHDGDRon+wePE/mTHjdn788Z8sXvxPDjlkQJPe57zzxnDAAd1iXOhCXzS5557TeO21HTFCuIWuw9NPbyUvD558si5Y1CP7QFQtv+kmKCpyfw5NExXJAwGhLcvw+SBbK/HODNTUiHrsw4d7l0lPTYU1ayLr9gdZsAA2bRI9wb2+Laye4jt3iqiza1fR9Dw1VZRwHzECc9RoTN2rJ6j4UurWzVt3DwTggQfg6qvh7bfhyy/hu++EMf200+CGG2DmTNNz0OnWrfDNNyZnnpnjepwYuJDJq68u5LLLXqZz5810727UO8RzcpK4/vohFBS8i2GEsJfYD4cNTNPkkksepaSkgg0bdmL1AHdj48ZCLrjgWNey5n6/zllnHcHMmYtZuXILZ511BIGAD13XCATE+5qenkynTpm8/vpXlJZWAVBcXMGiRT8zcGB3SkpeZ/nyJ7jiislRQriifaKc4QqFYu/4nLVrY7VO9xyXUyh2xgRegrh1XoBYR7iVFNzX32uyvo4NKWsZuUYi+rJXvtB+rp0mcfO4PZxzm9fDO/o6Or8r4rnDvXqEy8TySGl0pzPH2evb6u3oPM7NTd423eAKhUKhULQ4OTlwzDHUAsydC3PnMm6c5Q7vTcQd3rXFHrF5cfYB9xpM6V6FSNYvXBZDWnO3WNK5PYaGiN/2udsxiQriElXfQI+KKRN1hctKqMtiy9i40urxbY8hrWXrWHtMKYsr2+7gSlBCuELRFlEqgkKxD9E0jYMO6stJJ41hxIjm6RWUmprEJ5/8ntGje0Rt79WrI++88zvGjh1Cba1HCXADtmypIRyGZcuEoGsFYIEAXHihKIGemur9HKYpzrNG2BtGpJK5pglduksX8FVXJlZPvEcP4fC2sNzjmiZG4P78s/v5mgY//gi9e4sX4UYgIBT/XbuEQB8IiAbonToJkbxjR0wt/semVa3dMpc7H0XTYOlSWLhQbLP6iNTWwrZtcM894iUXF5txe4AUFcENN+SSnKzH9A233tZt2+Zy0UWvMWfOOlav3srWrT8SDv/AjTd2ZNeuszn00GqKikpd+3hXVwd5442v6N69E27OcIvu3Tvxhz+cTI8enbGXNQerLUASc+cu56ST7uKOO17lnXe+IRQKc+yxI/jzn8/ihReu4YILjmXXrtKYUuvhsMGiRet44okPvd8UhUKhUCgSxDQv5bXXglGOcPuyM2elaVbizjm34/ZdaRfEvaZ9iV2Al5V7T0wcdyYtLRJJYjqPdS7vNfGypQ1JVtbNa0O6dPBUQ5OWbtujS6MHiS1lKUtoOpOTsm1tWwhXSUvF3qCc4QqFYq/5xS/g5JNJ1TSR8Jk7l2E9Shk9GgYO1IFuCCE8l5arCNScOONHL3HcPbaUhWzgHVfa91vLsvOaxBUueyivB4wTYxr+pKj4cW9EcWdFotjS6Hbx2x5rOlvs2Kf2J4QrFHuL6hneOlFiuELRxti+vZiJE+/n22+Xo+uViEClkuLiXeTnZ9KxY4DUVPf/9XUd+vVL5brr4G9/E228a2tFALVnDzz+OLzzjijjHa/ieG4u7NgBpaURMTwchmBQBGWAsC7Hq+2hafDTT6LuenJyJGjs3h3OPFP0CK+ocD/fNKGwUJwzfnxEkbZfX9NEKfWaGvk1DAN27Iir21uXW7UKvv5aiNvWJXVdDAAYPBj++1/5F5dhiBJGn30Gw4Zpce83YIDBkiXb+dWvQnToEL2vW7cAp55ayPLlS+uuLd5n4f42efDBz5gzZx0bN+50dXID+P06GzcW8tvfHufqDPf5dEaO7MvHH3/PWWf9nS5dMhk4MD/qukcdNYxAwMf27UX1z2EYJqYJn3/+I2lpyVxwwS94+eXZrj3HDcPkmWdmer8pinaFcoYrFIq95ymmTxdmHnu5dEv7dC+Xbu/7LRPAZe7wFMcUkKzvy59oTqe73aXu7G8u63cuzpNpx14O+0TKW4KYS0ukJ4qXfSiRh3X88Q1/EpXV+l6XP3eWs7QfE1vC0ipRKSt7XiE5xlnasm2XRbdQQrhCoVAoWgU9esDvf09FMAjTpsHrr3P22TBpEgQCg4EBiFLpbbFcurP1ThKxcaasbLo97vRJO9XsTVxpodsHBe6NK1wWsCYysFIyWW13nK5uWc9vt7Losu3yljvO+NFaLkUeS5YRG1tW0JbLoluouFKhaJu0tW9dhaLdc955T7BmTQEAhmEAYcCgrKyKyZMfJBwO8tvf5se4iC0MA048sQfTpsVq1Nb6LbeIWG7YMG9BfOBAIXzLCAaFSE5OjvcL0jRYuxZWrhRKuqaJm/t8wsG9fr17c3M7gYDoB15aKlT65GRxXiAgxPRTT41vdy8rQzfDxKvM/c03QuzesEGI4ZYLvKBAVHvfuNF7BJeuC+3/kkt015fl98OhhwaZOPF1zjzzU1544Qd2714IrOCEE2r55JP+rF49mJkzZxEOywcb+P06jz02l/z8jq7iMwjRunv3Thx++BCuuGIyEOnrbV0nKcnPli27uf7655gzZykLF65j9eptBAI+/v3vq9i69XlOPfUwSkoqXe/1wANvU1xcTllZlfubA2zfvsdzv0KhUCgUDcE0f8+SJWulOSr3pJpb72wLt3Lp9qRgksv6vnKH258fYpOTbq6e2OV4Dh03odvtHPtcyt4I4m4PZv3RPR48ngs8UXe4M6lpbauqMogtg+7m4nHudyuPrhKWCkUiNLczXDl4FIp2wqmnwtixpGsaNZs3w9y59MvYyejRIh8k3OG5QCfaVrl0e7woK4mehDyujJ40LdJ+J9HJfry1LLsGED2wsqld4Yk+uO2HhjO2TDSO9HKDxzrCvSoIWbGkV7zZfqoMgYorFU1DczvDVc/wxqHEcIWiDbF06RZmz16Jve+zhWGY7N5dzhtvfMtdd/Wnf/+0KFHX0jbPPDOXqqo8zwRkcTHMmQPHHy+czvbzLZP1SSd5VySHOnd4crKwmbuRnS3UYzdWrBDfML17uwvimib2z54txPNwWFi+OnYU1+/TR5RCTyQADodJSnK/1e7dMG+eWLa+mKz55s1in9tABPvj+nzQo4fGc89p+HzRMbemQbduJqtWvU9BQSUAoZBZV+a8nE8++ZEffviZnTvLKC+vdb1PKGTw00/bOO20sWRmprq+pkDAR0VFNaNGXcubb35Fz56d6do1p26fn1/+8ij69OlKUVF5VKn1cNigtjbEjTc+R0ZGKp9+usi1FDuIvuArV26hY8dMj/dGo0+fXNf9ivZHcweYqqSlQtFe+JTp073FcPs2kaizu8K9yqU7BXFnz3Cn4zpOoNDkOJOWEP0z0U0kjyQt3QYOWDQkWencDiTmCPdUzx3HeQnjLi9GVsJSlpiMJ4jLRHBrPboMepVt3St56ba/ivaQsFQomgpVJl2hUDQZGRkwYYLoHT57Nsydy9ixQgxPTbX3Dc+l7aTm3QZT2kXw+OXSGyKCx4stPWmoEG4RbyRnPBHctl4b0htUCt1NCJftFwMsZX3B7QMpvWJMWXn0to8SwhVNRXPGlGqQZeNpK9+4CoUC+P779Z77AwEfCxeuJzvbz6WXdqNjRz8gxMnOnQM8+OBA3nxzBCUl8WuBFxfDzp2RmM80haM5Px8uuQRGjIj/g7/+g7tLF/Fjwa7G+v2iDHpZmbfr2zRh+3bRN1zXY4/VNOH4rqkRD2QXY63ln36CqipIiuPE0jQqa/2sXy+M6jt3Coe79dqTk2HWLPfHNU34/ns46CBxrBvhMOTlVXPaaau46KLvCYeXk56+hx49QhxxBDzyiM4ll6ykrKzY1fX9wAM/kpKSFLeUfadO6aSlJfPMM38AtKiy5tZy375d+fOfX+DHHzewZ085W7bsZseOIo49dgRlZa9zzTWnsmLFZqnj2zBMKiqqefXVOe4PEvVMGldcMcmzbPuVV56Y0LUUCoVCoUgU07yKRYs+jyqTbu8dLivXGNsD3F760UImiKfazkmpm+zLKXXXam5kZc/lZdC9+jra22k73y/ZeydbBnluEYhOUsYTxRPJltqPc6vDKXkRbqK2fdmtBLqzPLp9bi2bprMEejXycpZWGUtr2V4q3X5s28+QmOZ7KmmpUCgUitbHqafCRReR2a0bFZs3w+uvM6j8B04+GY45BmAI0BfoXTe1Bexlz93KpcviTmu/iC0TrdIUZwyjPBS0K0mJ4KWsJ/IgHnGlUwiXCdyJlEaXteIpKzNwb61jjyXtMWSJbVu5Y64c4QqFom2gxHCFog2RluahsCLE2JSUJM45ZzF//vNqdu+uQQQ0YfbsqebRRzdQWFjL4MHxhey0NHj1VaFDWxgGbN0qyoSbZnwHtM+HsFKvWyciPV0XG30+UT69Y8fEgtRgUDi8R42KlLe06N4dJkwQYrebK1nTYNMmb4c6UJuWw7IVOrt3i1vu3Cl6gy9bJqqvW5XbvUqVVFWJ4371K/l+nw/y8sJcccVPfPBBcd2AgWpKSzewZctPHHTQFq65xsdXX230HAVWVFTD1q3VHH/8YE9hecKEvvz2t//khhueJTc3i/z8jui66FV+5JFDueSSCaxZsw3TpN7VbZqiz/ecOUt47LEPWLrUw7kP+P0+lizZyMSJI6PKqzvJzk5nxIg+/O53kxgxog+6HjlW0zQ0TWPixJFcdtnxnvdTtC+ae7RlQweKKxSK/RfTPI5p06JzVlbvcJmwGwjISkFaeAVB9t7cXuXSmxOnsG1PWAaQC+CJlUhPxLHj5hq3r0flHZ0fyIl+QMcTxGXHSJKYtSFd6viO5+Dx2m938pim5cKxu70TcevInDvV8d8XhUIRg3KGKxSKJuf008V87lyYP5+xY2HkSOjQIZNIuXSrZPr+jE7sIMroPuCJOMQ1Td8rZ7jXpMvE3Ib82I9340QexOoTTqwQnogL3Ku3uLXu7Qi3lq32Ol7l0+3HKhSKhqLKpLdOlBiuULQhjj9+OCkp7k6iUChMVlZf3n13Z524GdkXDsPWrTX85S+rmTIF11LgPp9wNm/cSMw1LJYtgy1bRALZi4ykWtixI7LBqrGuaZEhjR06xP+EN02YPl2UTPf7hVKfkgKDBsHJJ8fvJw5QUSEe2KWHuZmUxMo9ua6PsnGjEMjT0rxvI/R+k+7dDQYONND16AsedJDJ0qUrCQbNqISJdd8nn9zJggXlnqKyhabB3/9+MklJPny+6ON9Pp1evbK5//4XmDZtdp3bu4Tt2/eQnBzgyy/vY86c+/jiiyUYhvxFG4bJk09+RHa294s2TZPs7DR++9sJdOyY4SrOH3bYIAYM+B29e1/C4sU/M3RoT3r16kJGRgoHHNCTRx+9nPffv41AQDIqV6FQKBSKJmDFig/YsEGEAzk50Q5xmSiuaVbizz63cLrCne7wVKLd4M6pOX+qOd05Ou5l291LugcCuqtzx26AcTPNeJVXd01cJkoiWVM3K7ttqqzWY5KNspLnTse308XjdINbzp1YR7jTlWOf7O5vuzvcOqf9COHKvaNQKBSKVs1558GkSaSPGUPZ9u0wbRq9tsyrd4dr2gCgHxF3eIrn5Vo3zoGddte3faCld5zpVZEp0dgyZkClHftgSqcQ7lxviCvcJYaUba8N6TExpZvj2yvOdMaYxcVQVRXE3RHujCdLbcuyY8poL0K4qjSkULQflBiuULQhsrPTuO2206T7dF3j5JNH8sUXRPUKtxMKmbz66jaSk0M8+2zEpB25hmitfc89UFLi/hy6DkuXQmame+XxpCTIrNoh32mxe7eou56cLBe0NQ2ysmDBgkjgatUs9/th2zZYtMi7JrlFcrKwA3TuDF27ikDV5xMPmptLSce+VAfdXV6mKVzhI0a4a++ijLzJ0KEhJk0K8+KLYebNC7FmTYhhwwxefNHkN7+pZMWKclfXt98PL7xQyAkn9HT9OwJ06pRMSUkBjz76X0aODNC1a+SHVXKyn/PPH8XOncswjDChUER1D4UMampCTJnyIOFwmI0bd3q+bRs27OSEE0aRkeH+wy0UMhg//gBeeukLfvWro+nUKbPutfjqXOgaAwZ049NPF7F9exEg3s+VK7dQWFjCnDn3sWTJY1x99UkkJe2LsrGK/QnlDFcoFE2JaZ7Eyy8bDSr5LXe3WLgJ4s7SkPvaHS5z7ji3xZ/cBPB4Dh5wN9HY98XQkDLpbtudD+ExGUQc4Yn2BZf1cJRtCwYt546X29vLuVPtOL7tl6+0UAlLRXOgnOEKhaLJmT4dTj5ZJN/nz49yhw8ZAtG9w3Nb7jn3CmtApbO6kH3gpbUsb7nTUFc4JHZc1DluQngiP/q9glWvh3L8iLDiSmf86BVXxnOMW7GlcITX4u4Id3N/O7dX0F76gysUzUlzO8NVz/DGocRwhaKNccstp3DjjZNJSook+vx+nUsvHc+bb/6ejRurPT8wa2tNdu0KUlsLffpEPlxTU+Gss2DePNHi2wvDEOXAQTilnYJ6djbk5oJeVel9odpaccJRR8mzoikpQrw2DHf3+KpVQjB3lk+3Y5pCdLcyFJmZ0KMH9O0LvXpBp07UhrxrvmuaeNxDDhHV1mWtywMBk6lTQ2zYILaFw8JNXlBg8tRTYT74wKCgoNbzPuEwFBQEufjiwXTsmBLj+LYYMKCS4467lZdemsU33/zEzp3LgfX87ndDKSy8iyOO6Eh1dbX0bTMMg61bd/PJJ4vqhWs3OnfOIj09hb///ULXY4YO7cHkyXdx/fXP8u9/f8TOnSXk5eVw5ZWTeOihi3nuuT+wdu32mPPCYYPa2hC///2/PZ9BoVAoFIqm5VNAbu6Q5biiy6U73eHgLohbx1pJRNnUHOhEEpBO5449MWk9mz2JGTnOmbRsSM9Gt4SmtVyPV4LSVTG37U/0AezH172QeCUsE01Y2h099u0i0WiJ3Vbi0k0Ur7Ydb09eWpPKhigUCoVC0ep46SUYPpz0Ll0oMU2YOxd94XeMHAnDh0MgYIngnesm7/xL68Q5WNJZMt1ZFl0edzYmhpTp0haysZFNglcAG2eApTOO9IolZe5xt7iyvBzit9lxxpnOAZb29fYTV6oBlgpF+0KJ4QpFG+Puu9/jwQc/JRwGTdPRdR+hEHTunE1KSoDevVM9HcWBgMa77wa4/HJR+tvnE7FbKATvvCOmOK210TRR3bywUARlmhaJAXVdaM+aRmLlyysrYc2aiONb04TCPmIETJ4Me/Z4l1EPhYSN/aCD3O/Xty+kp3teIxAnH22a4vX99JO4XdBWTUjTYPBg4QDauNHdFXDPPQY9e3q72H0+6Ns3mYqKCq69Np8OHfx127W691lj0qQsvv3247pHD9vmYZ566n0+/3wxa9dux+93F/h1XWPt2u1cfPFE17LmPp/OGWeM5YYbnuWtt75m5Mi+UeJ5dnY648cPZ+XKLZimiWGYhEIiqC4sLOXNN7/m4osn8uGH37veIxw2+OabVaxfX+D5vijaL8oZrlAomhrTnMQdd1TUl0i3l0p3E8gj5dLtiT47MkE8hUi5dPtkubStMupNTZJkciuR7r7Pqzy6lzCeqGgeVSI9niBuze3HxbuByx/UQKc2FCuE2xOPsoRkvHLp9kmURq8mtlxlOfJSleXIS1mW0d4SlippqWguTFM5wxUKRTNw5pnw+9+TBoTfeQdef51TJ9UyYQKMGwfRpdJ703yDIZsDa9BkIvGj0yUe2adpAWlYJqvI5LXdTSjXMWJ/4Ccy4DLeKE634NfxIgx/UqPiSnvsGD+ulJVGty/L4kwrriyxLbcfVEypaE6aO0+peoY3juYYI6VQKFqId975njvueBeAcNgEtLoPR417753BgQf24LLLevLll0XS8/1+jTPP7Mb994uPBvsHq7V8xx3CId6zp+gL7vbh27ev+w/+ysq6mDArS4jZbqSmwuzZEWXZUvGDQaHU9+vnXvPdjqaJcud9+oge5ZV1jvT0dOjfX7jCvTBNsrNM/H7NUxh78UWYO1c8kmFE4uBLLoGTToLx401PV35BAUAqY8ems2BBhfT9C4Vg7drZ9O79BWb9m5/DAQcM4be/PZIpUwZy9NHXo2nyv43Pp/OPf7zHySePIRx2fxjDMMnNzeb884/hv/+dx/r1O6KO9/l0unTJ4j//+QRN0wiHDXRdwzBMhg3rwZNPXsXw4b3p3fsS6XOEwwY7dxbz0ktfsH37Hs9nAdi5s4S+ffM8j1EoFAqFoun4nMWLT2XAgPjOcBDfz8GgXQQPI0TKeOqH3Znt7D9uLVc34euyJyOdpSwTd4XbHTzxxG8vB4/XMuBe0tKONWrTuSw7zrkuyZ66lap0bo/nDHdLcJqm5c6xlz+33OEyh46Xc0ehUCgUCkWrZ8gQAmPGULRgAR3mzoX58xk9+miWLoXFizMpKsoFdiAEyd1AbOW81omb6O10i8tFcGtfvLGLDYkvpcZtZ2zY2BHvMit6PEe4RAjfm8npCBdxpZcjXBZXujnH2w9KCFco2ifKGa5QtCEefvgTdF3uftZ1jQcf/JgpU/I4+eQuaFq0Udrn08jLS2LMmEGeo9aDQfjgAzjlFKEl269h6dKTJrn3CreorEQ0IPcSs4uLxQ2daqppigusWydUeS9SUoTgvn69uFbHjkL8zs+HYcOEQJ4Aui60dze2b4evvxbLluBtJUkff1w8qmHEH7ZlGPDcc/3JyvJFlZe3lkeO3Mr779uFcIBili79li+++IIOHQKsWbPNdZBCOGzwww/r+NWvjvZ8joyMFLZu3c2kSVOpqQnSq1dnUlJEgj89PYVf/3o8O3eWYBhmvZBtvb5Vq7bxzDOfsnTpRsrLvRK1GjNnLmbgwO74/e7/DjRNo3fv/bV/lqK5Uc5whULRHJjmqbz1VnVCpdIj7nB7uXT73ELmDncmBO1CtbXclD/ZnL3JZaK33eHu7O0ozg8EEuvrmGgPced6vYMnHl6qeqIP6HCFO78DGtPD0c35E0lY2hOPsj7gMiG8yrG9faGSlormRvUMVygUzcbrr8OkSfgBc8ECmD+fUcNrGT4cBgyASO/wTnXLHpULWxXy/t9ycTyJWJFc7Es01o4XR9qX7duA+IMrncQb0Rkv+K1zhMviSllsKWup4+UkF0K4VfrcGmApa7mTyADL9iWEKxT7AtUzvHWixHCFog2xYMF6V8HVMEwWLdqIz6dx3XV9GTYsGxBKdlKSzvnn57Nw4REYRkqUCOtE12HXLqipEXqyzycEcZ9PrF94oeh9FI9QCAgEIhexEwiIXt0bN7pbz00z4g53qvJ2eve2GuhEvwhdFwp2WVlC5drLymHFCli7FlauFK74mhpRNrVvX3j5ZfdH9flgxgyYOFH31P47dYLFi1dw0UXvUFv7PenphWRmmuTk+Jg4MZvnnstl8eJ3pX9jwzB5//1FLF++lUDAu795enoK3bt34u67fw0IsTny1ojlDh0y+NOfXmDhwjVs3ryLTZt2UV0d5JprTqG4+DW6ds2JOs9OOGzw2mtfUlycWIml3/3uBKzy6U78fp1TThlDXl6HhK6lUCgUCkXT8QwLF0bKpOfkyMs32qdIuXRriieIp9gme6n0FCKl0lOb6PWkEBG77cupdctWiXa7EB/r+PEqZZlIOcuGuMZjRibJRikllAElNlHpKF9ZWa3XJxmtBGUi5dCdJSzdyqUHg9W4lz+XbSsnUj7dWSK9fWU/lBCuUCgUiv2at9+GPn3IPPxw9gBMmwbTp3PyyXDMMTBwYDrQC1EmvUfdPKXlnjch7PGrPba04kq3MunR+wIBPW5cGS/O9IorowZYegnh0kDUsT+RAZY2IVwWS3rFlbLYUjaVl7vFlbJS6M51e2l0q21P+0LFlQpF+0WJ4QpFGyI52bu3UFKSn+efL2DChJ9YubIG00wGkjGMZN54o4jVq6vo1887PgyHISsLXnsNNm8WcV5ystCvd+0SYnEilct9PhO2bROqsn2YvK4LgTw1Nf4wp9pacePx40WWOvoGMGpUpH6pG4WFcR+4ulbj9dc1Fi+OBJ47dghxvEMHEcxalddlhMNCQL/8cp30dPfb9e27lt/+9mMWLtxBRUUFpaWrqaz8ho4df+SFF3pSVrbG1fkvXrLOhx/+xFlnHeHZ5/vkk8dw880vMn36PPr0yY3q833IIQOYPHkU27btwTTNeoHfcn//85/vM3v2EhYt+tmztHkoZJCamkRGhtf7bzJx4kgOO2wwt912bv3z2Z81L68jjz9+hcc1FO2d5h5tqVw8CkX7xTR/z/vvl0X1C8/ISETQdTpkwFsQtycKdaKThbptvje4lUe3u3Wcrh7nPuHo2RsXuFeyEtzzj4BcBLcvy8Rv+0M5j6tbNtDrBXA3B7jM0RPPzWNPeEacO/HcOao0uhOVsFTsK5rbGa4cPApFO+fii2HCBDKA4JIlMH8++aFNDB8OQ4aAcIZ3rps61c1bK7LKQTL3t9MV7uwb7h5X7m1MCXHiSi/iWdDjiOJOR7gzztzbikPBYJBIdSGrzU68ljuqNDqouFKx72juXKXqGd44lBiuULQhzj57NG7lpv1+nRNPPJQrrliNadoFHo1QyKS21uD881cwaZJJdrbcLK3rwr1cWyt+zMs+eL//XlQlT072fta0YKlQlp0YhlDZDSO+kJ2RAUuWwHffiRvm5IhtXbvCqafCwIHxlazKSvHCXFzOJvDBJ/6YLxrTFF8+H30UvyQ8QFoadOkCDzxQTWamyIQEAhFn/WmnlbJw4Ud1b0HkRuGwyaZNpfz5z18RDHq/Fk2DUCjM7bf/kuTkQIwg7vPpZGSkMG3aLB588B0WLfqZDRt2smdPGZmZqcyefQ+zZt3DrFlLXIVuv1/niSc+JDs7zVOYB8jNzeGGG06XvrWi53g2F1zwCwDuvvt8Pvjgrxx33EF06ZJN//7duP32X7Jo0T/o0aM1/whUKBQKRdvmU+bPJ0oQlzmd7euRcun2JCFEC+J27OUkvabGEilvHuv2diYqAx77EusVvjeiuN9f5+BpLA25Ud2DOhOS8dbj9W50On+qqgyik5Sy0uj2pKRbIrP9CeEKhUKhULQpBgwgecwYSgHqe4cLMbxvXx1RIr0TQhhvzeXS3XqFO7fLBPHIsuUKl8WRiTi/42nUQGyVIWtbQ4h3Q8fD7o3Y7Tbg0pqEEO6MDxs6wLICJYQrFIr2iBLDFYo2xM03n0hKikwE1QgE/PTrN5Zw2K2MOmzaVMM33xTxn/+IOM7ZszoQgL//HSo8ql9rGixfLtzjbtXHk5NMUoq3u1/EMKCkBPr3dz8GRKC5eXNk3Qo+DQN++CGh8uf4fNTUauzY46eo1EeoTm82617M5u0BduzQXEdcVVeLSusDBrjfTtOgU6cKevf+niuvXEJJyQ/AOrp02cUNN4T5+Wc/odCX+HzyC4RCJq++upJRo/p69h0PhQyOOmoww4b14ssv72PUqOgm50ccMQRN06itDUWJ3YZhUllZw29+8wibNu2kuto9KA6FDFas2MK55x7l+iyaBv375zFiRB9uv/2X/P73J6NpGrqu1Q/W6N27C7Nm3UNWVlr9eSeeOJpPPrmTnTtfZu3ap7jjjl/RuXOW67MoFNC8Iy1l1XgVCkX7wjTP4p13luL3R8qlW+5wrxKOsclApyBunweILpfuXLdKTzYGneiy6/bS6ClEl7aUieXRy/FKWXolLhPtHw54Jy1l1h9ru32/l2pft14b0l3FbWepc2dS0l6q0q2MZVmZgUg6lhNbntJevtIqh17i2G8/r/2hkpaKfYnqGa5QKJqdCy6AKVPIAsoWLYLXX2eYfzUTJsDo0dChQydEifTuiHLpPWh95dKdwrc9hpSXQncrkx4vjpTFlW7l0l0HWDrjSWtd9kO/AYMpZQ9t+JOksWW80uiJlkivqgoSGx9ay/bWOm77rNLoSghXKJob1TO8daLEcIWiDTFwYB4ffXQ9eXk5UdsHDcrjiy9uoqoqyVVwtdiwoZqOHUXfokBAmKaTk+Hoo2HWLBg2LP5zlJcL8TwzM1pQ13WxrWNqFVq8T+2KCuHszs2N3m4pzt27y53lIGzbFRXCop6ZKT+mjqq0TmzcCCUlGoV7fPy8OcCajQE2bA0Q0gIU7tI8NXVdh6IiUfHK/nj2/dnZYaZOXcK2bbXWAwJ72LFjPS+8sIS0tCBr1xa7DlQACAYN8vNzOfLIgVL3v9+vM2JET449diggyp1/993DrFjxBJ9/fjdr1z7FFVdMpri4Qipih8MGmzfvYvHiDXFer0ZubjZnnDGWsWMHxwy8sPqIP/zwJWiahs/n41//upwNG57h4YcvYerU8/jwwztYs+Yphg3r5X4jhUKhUChaDZ/ywgveznDnFHGHO8ulg1wQd7rD7euWo8a7HU4Endhy6865/fnszh33XuHga1D/74ZMkSc35MnJRIlnEbJNshKWe+vccW6Ldnxbbhy78zueq8dabn+opKVCoVAo2iQpKQQOP5xaiHKHDx8uTBbCEd65brKWWxPOakP28udejvHoykSBgC4VuOMJ424xpOvgStmyE9kgS+e+BARyezzZkNhS1m7HGVsGgwaxpdDtsaJVXShey532J4QrFAqFhcenvUKh2N9YvryAc855hYICA13PAkwMA4LBdHr06ER+fomnsxiguDiZ888Xy1Ybbk0T1cg/+gh++cv4z5GVJYzdpikEdXtcmZQEmpGAY1s8jFDik5MhGBQPkpUFgwaJ5d273c/VNNEPvF8/WL1aWtPdTEpma3UniHoc4QIPBkVf8JQU7z4chiEer7JSlEFfuFC85q5dxUCAMWNg5szVhMNGzHXCYdi9O8iTT+6ge/cM1qwpdv376LpGly6pTJ16Gldc8SLr1hUSCIgkejAYZtCgbnzwwQ31YrTFkCE9GDKkBwDPP/85gYDPtdy6z6ezdetuTjhhFDNnLpaWSjcMk2OPPZBrrnmarKxU+vfvxs8/FxCqs9QPGNCNBx/8LaeeeljUeb16deGaa051fyMVikYSCkUPummO6ysUivaNaV6Ppn1AKHQSGRmRBJdXfk0kwAKO7/4w1JcA99WtW/MURALLmtunVCIJLlkCK57r3Eo+Wm7wFKKd4fYkpbsrPDVVlyYqG+MUh+i5tT/KrSP7ALa22YNL+7ZQSJ6gdNzQ8Ce5JiStWzvdOvGc4/ZJlEa3ylBWIJKP5bblCiJJyVLbsfZ97dO5A0oIV7QMxl6OxYmHcoYrFAoArroKqqvptHQpuwsL6TR9Oh379OGYY45m1y4oKEhn8+YeRIRNa+6R/9pnWOK2PaZMIXERXCxrWkpCsWM8QdxrkGp9251Ey71ZcaIVSzq3ewjh1gDLeAMmna10ZM5w2TYRV1pOb2esaK0799uPsebt00qq4kpFS9DclSZVz/DGocRwhaKNEAqFmTz5aQoLKwANw4ioQxs2FHHmmS/w1lu/4/bb10vP1zTo3DnA++93iOkHbi0/+SScfDJ07ix0aNkHr2lC377R++z6bEUFBLJT0H0+74yAYQhlGYS6HKhzQwWDsRf1IjUV+vSB7dsti46gQwd2p/bAKHVX0SoqoFcv4e52M7JrGtxxB/zvf5YTTDxily4wfToMGxZk6tQi13uEw/Dmm7u49dbhfPHFZukxPp/G4Yd35sgjb2Dlyi11W/3k5nZl4sSDOeusMUyefFCMS9tJx44Zrr3AAQzDoEOHdB544CIOP/wmqqtro473+XTy8nK4887X8ft9hEJh/H6dUMjgzDMPZ+rUXzF8eO8YQV6hUCgUiv0d0zyJ/Hz4/e+jE28y7dU+BYOW69uwzS3sgjjInTay0pJBvAVwbPvdRG6vcpa+mGVNk7t3ZOuJuMCd8/rlEA3v6ZhowtK23+nccTrE7fu9hHDZekQId3PjON06bj3ClRCuUOxLlBiuUCj2GaEQnHwy+muvCXf4uHGM/v3RLF0q3OEFBZ0IBkuBYsSguWIiwmdLYVUTstr/+IitbpTYAEuvmNLLBR6vwpBF/bbGfKg3UAi3HOFNXW0oNq6sQh5HVtv225edDnElhCsU+xKrTHpzocqkNw5VJl2haCO8994yNm0qkoqdoZDBggWb2LFjJ/feK/pI67b/+30+sf6nPw2msFB3HV3k88F778HkyUKbtmue1vJRR0Famvx8i5paTSjqbvh88PPP7vtXrIhb/hzThOzsSM32Hj2gd28xHzgQ+vShJhy/3Kiuw6GHuu/ftAlmzBDLoVBEq9+zB849F4qK4n87VVYanHvuYCZP7hP1dwHw+zUyMvzMn/8hq1dvte0JUVCwnQ8++IrRo/vEFcIBzj13nOd+v99HZWUt1133DL16daZbt471f9fMzFROPPEQtm7dU/daw3Vz8frefvsbvvtutRLCFfsc1TNcoVDsK7Zv/4FQSFTOiScIW+ux5dK9vq8DxDppfJJlWQLSErCt8uhuiUl7yXUfscK3Ll2WOW/cEpWJJjAtYhw84C2IyxKTTlySlwY6BrG9HBuTxLQL4dGl0S0Hv5WAdJazdCtv6VxXKBQKhULRJrnpJhg+nA6BAGVFRTB/PmkblteXSu/RA0R59E6OeUvi5f6WbZfFrWI50YGU8Y6zkG6X9Qp36xMu25bIw/n91Ib0mNjRGU/KYkvZoErZIMzYuNEuijtjR1Ua3Y4SwhUKhRMlhisU+xnBYIhvv13F3LnLKSurrN/+3XebCATc/5fWNI3vvtvEb37TjVNPzcfniwjBo0Zl8eWXBzNkSPzgurBQlAUfNkyYrnVdTLm5cNZZcNBB8V9DOAx07CgmJ8nJQk2P5xovLoaePeX7NU0EpllZ0dsDgUjd89raGOFZRigkeoIHg9GjrjIzYeRIePBB+aOGw6LM+qxZSXTr5i66+/1w2GFpPPnkhxQVfUeXLkX1gwlSUnxccMEBHHxwEaZZFVNCPRw22LOnjEcfnRH/hQA9enTmL385J2a7pV/n5ubwxz/+h1mzlrBixRYKCvZgmnDHHVMoLJxGUVG5q+iuaRoPP/y/hJ5DoVAoFIr9EdMcxR13VJCRATk5QhS3hHEvUVzTnC4Zq6c3RDu67cekuExWacok27pTQLemVNvxKbZjUmxz61oB23r0sqYFosRw+2uOV9oykRKXUcgSlzISSE7ab2SgUxuKFcHjubztJSrdJvtxpmmVpbRKVVYgHF2lkuVyx3pJ3XL7FcJV0lLRkljO8OaalDNcoVBEMXcuXHEFISD8zjswfTpHjyxl7FgYPRq6dcsEugE96qbuiB7iLYGsPHqqbd0el9pj2STHMan1bXdksaUsfnSLK70GYDaqRLqsmlAchT6R2DJeOXRr2R5XWssirrTiRPskiyXLXfYpIVyhaAksZ3hzTapMeuOQDH9SKBStEdM0efLJj5g69VUKC0sBSE1N4sorJ3PffReQmursSxl7fkmJxkEHraWoKEw4nA2Y6DosWKAxd24tEybEewahX8+YIT7U09IiLvBwWARr+fnxX4uGAZu3WMMcI6SmirrkGzcKhdbtBWka1NTA0KEi0iwsjGw3TfFQBx6Ip9pdW0tmRhJlZe5OZk2Dm28WJeEtwTg5WWjsN98M333nndTw++HrrzVuuCGfG2/cKD0mHIavv57Gm28uB0xME3w+H2Dyz39ewfnnjycj4zHXtyIcNnjttS+5557fuD8IUFFRzauvzuGnn9YzdGhPtm7dRWlpFQC9e+fSq1cXvv56BUC96G65vu+883VOPfUwfvjhZ9cy66Zpsnz55rrS6c3YwFmhcNDcpYdU4lKhUEQzk127To9K2lVXR9pSW2XTneuiXLrdGROuWzds63ZBvNa27BTK7aXVveZWQlInVix3K4/ui1mWuXK8ejQm4giXbnf7MLdvd6rnfr+8t6PtRgZ63FLobk4et+NkyU7TtJw3TmdOrWSbzLkTpL0mLEElLRUKhULRzvjwQ/jXv+iQmcnusjI6zZ8PCxcyfPgvWLsWtmyB7ds7I4TNorp5GRFBdF/h3vs7uqWPz+OY6LY7iQ6ajBdnQoIDLGVYMaRsu3MumSxHuFec2JhqQ7FxZZDosueyWNJtn6qjrFAoFHaUM1yh2E94+OF3ufrqf9cL4QBVVbX84x/v8etfP8Tppw+vFy9l+Hwa772XXSeEW1s1DEOovH/+8w6Skqrp3dtbQ+7cWYhDMnH2xx9F0BavUnZy0Y5YIVy8INi6VYji3sp+pJR6cjJ07SoU6uxsOOAAOProSI9xj2ukp5meJd0/+EC4wq1bmqYIUHftgvvvF48QD78frrmmG2eemVW/ruviXJ8PDjpoBQUFKzBNs/4lh8NhwODKK59k+fJNcUd7VVbWeO7ftKmQAw/8A5df/jgzZixkxYrNlJdXk5aWzGuv3cgPPzzC/PmrXIVuv9/HE098SHp6sud9AgF/QuXaFQqFQqHYXzHN03nhBXeHiptJWZRLtycFLZwOcXtpSbtQbe/T6HNMSY65VS7dWQI9XhIztuSlpukxbu+Git+yhKW1nDDxBHHnhe0Pi3w0fWP6N7o5foJBZ1l0pyjulrB0JjfbJ0oIV7QGlDNcoVDsc+bOhUmTxPL8+TB/PiNHwpAh0KcPdOkSADoQKZOeU7e8r/Iu9vjVXuHIqzx6rAhuHZNo3Bxvm9ekYzRutLwsSHW5iTXQsiFl0ROpTGTNTdMeRzp7hTtjR1Ua3YmKKxWtgeaMKUMh1TO8sSjVQqHYDygrq+Svf31Vus8wTKZPn0cwWMnZZx+Erscq0ZoGF1xwJN99p7n+CPf74bnninjgAaEv24Vea/naa8Xcy7C9bh2kp7u/liQ9hK+syP2A8nIhanspzboOZWXUNWYUwndWlqitVFIClZXxFXkgbIhDKyqiv0SSk0VZ9Hnz5F8uhiFKoHfoEHF+yQiFIDNzEwMHPs3bb38E/Iiu7+CAA0xuvbUH8+b15ccfZ7gOYtA0jddfn0uvXp1d7+H36xx22CDmzFnK1KmvctddrzN//kpM2x9pypQH2LxZuOet7YZhUl1dy5VXPsmKFVuorXX/sRAKhfnppw1MmXI0fr/8a8Pv1zn33CNVz3DFPqe5A8zmdJ0rFIr9k8LCN5k9O1Im3a20o1NEjhavk2xXtAviVjlJ+5RCbFnKJKJLnMvKpadIzrdfJ0mybL9mkvS1eb1eNxd5vMRmfeLS/sHrPMkpiMdLVPqT6stX2pOS9sSjrE+jrPy5c599CgarkZevLJdsLye2xOW+dni1LlTCUqFQKBTtljffhHHj6HTggRQWFcH06SR99iHHHCNKpQ8fDpmZnYB8IuXSram50Ym0z3GWPXe25ImNIaPj1hQCAffy6InG0l6xJdjGSyb6o97LZu4MXOsmWWl0WWxp3x6vzY69PLp7XOncZrXYsR9jrasBlgqFQiFDieEKxX7Ap58u9nT/+v0+3nrra6ZN+zVnnBEtiKek+LnllgmcffZxnvcIhWDdulry8kTv76ysiIN50CB47jk44QTv5zRNISwHAqJSud1hrmnC8J0eLCKuXFpVJcqcWyfaLwLQvbu3c3zHjrjO8JCp8867OvPnw9Kl8P33wtm+erVwv69d6+2Q9/lg50644Qb3/d27V/GPf7zJhg2Wm7+c2tq1LF06j02bllFWtjNKtHYSDhusWLGF668/3f11hAxWrtzCMcfcwj33vMXdd7/O4YffxC9+cSvFxeUsWrSOb75ZJRXcDcOkpKSCL79c5v5CAV3X6NgxgxtvPIPMzLQY97fPp5OUFODWW8/1vI5CoVAoFG0B0zyXjz4qbpAz3O+HQMBy19jLpcuwRG1neXO7y9u+X+YOt7t3nM5vp1PHfl7EgR4I6NIEpCMn2CDHOMjzjQkhO9jjom4l0BN17zjFcNkU69xxLsucOrJj2icqYaloTShnuEKhaBGmT4dx4/AD4UWLYOFCemXsqXeH9+gBwg2eg3CHd6ibcpr5wZzOb5n726uEuj0W9XkK3c6YuTHl0aOE8MaQgCtc1nqnsVWHZL3ERaUhWVn0eGXS7evKEa5QtAZUz/DWiRLDFYr9gLKyKs/9miaO+eMfZ/Hf/+5C0/LRtM7oemdqanLp0aM7+flJntfw+yEry88f/iAc0dnZon13r15Cm/7qKyFmx3uOtDThqtb1SE9xa0pOJr4QDpEy6Lm5QtTWNHHBzp3h0EPjn19eLs53cSmbwDc/pNQby01TfElVVYmy6LNmQVKS9xeLYYhjLrigmokTK/D5og8+8kiDoqKX6+4W+/JeeGEpu3Z5B6k+n07Hjhn87ncncMYZYwEx8EHMxcd3jx6d+PnnAkA4uC3R+6uvljNlyv+xePF6z3v4/T62bNnFmDEDpFUFxGs1+fWvj6nrK34/hx8+OGr/yJH9+PLL+xg6tKfnvRSK5kA5wxUKRcvwNB9/HHGG5+S4i8P29ehy6Ym4w53u7YBtWTYFbMdE3Dixzh7nvpSo4zQtkLALPBGHuH0ZPFzh8bBfzL7N8WZbfRzjlTt3S0Y6XTvO5eJiqKoKInfpyNzg5QjHjn1q345whUKhUCgUwJdfQo8edBgzhj0gxPF332XCBBg7VrjDu3VLQbjBuxFxhufTfIK4PfZMcUz2+NFalsWY1rZUUlNjXeGNjSe9BmHGVBpKxBEexwlu3czuCHdWDnKbnA5wZ4xpd4pH4spyvKsKWdWHSol2hJeihHCFQqHwJtFx+AqFogU5+OB+nvtDoTB79vh5440lAITDGpBSL+ZeeeXnfPVVJ4YNS2blyhpp6e9QCAKBHIqKokuDW9eYNUu04s7OhtJSuVBsmtC7d/Q2u7s6FIJAWjoahd4vuLgY9uwRy/am3n6/yMomMPzJBIL+NPTaKvya7QVpGrvKU1i/Wf7xZ5ri1mPHxrm+Ca+/vpHXX99pPRymmc2wYWk8/XRnduz4mTPPLHE93+/XWbSoggEDurFuXYHUIR4OG+i6RvfuF7NnTxkAaWnJDBqUz/jxwxkxog8XXvgP6fXDYYNPPlnExIkj476OjIxUHnroEn7xi9sAA8OIPIvPp3PIIf0599xxAAwd2pOvvrqfNWu2sXHjTvLzOzJsWC/PeygUCoVC0dYwzT+hads5/fRuVFdHcmXV1dF5NBDxj329qspyZhuIJGFt3VX1um32fuFOR04SItEVJuIsd/Yd9znOs6/LeobH9g6Xlabc257hMie430/DRx7FXMC2HMe1IxPHvfbJ3OHl5VBVZSB36ni5doJ1f2vlCAeVtFS0PoxGtpltyPUVCoVCyi23wJYtZCxYQHDJEgILF5I0diwDBgxj7VrYsAGKi9OpqupMtDBaVbfclCKoW/zpdH3b40c3Z3ggptJQQ1vrxHOFR8WWTeEKb0BsmWh/cK9S6tXVEAza40q3ODJerNl+v2RUTKlojVjO8OZCxZWNQznDFYr9gIMO6svhhw9B1q9Z1zWys9P5+mv3T1i/X+Of/1zEf/6TTyCgRbXjtszTv/lNDgUFaa4fproOM2fCEUeIZZnpevhw4YzywkhO9baYBwIRIdxJVRVs2RItkEswA0nsKPRRUOhjW0kG20vT2VWRSlFNGkZaBlsKAnFbiofD7mXhNQ00rZQ33tiJaVI3hYDdrFq1mT//eQ3Fxe5l7a1rlJbW8uijl9UZ36MfSNc1evToxEsvfVEvhIPoH79w4VqGDevJunUF9U5xGbquEQqFSU11rwoQCoU599xxHHXUAcyadQ9jxgys35eSEuCyy47ns8/uJjk5uuz8wIH5TJgwUgnhihZHOcMVCkXL8TkzZkS7pxMRgoU73CpJ7iyXbsV69qSjVQ7dWT49Xpl0WSl0WcnL6OOsno5uJStl+xJNXFrYl+tJ5ANYlqx0bPMSwK11KwEpS2DKnOPOJKYQtWsRyWernKW1biUmy+uWK5AnL9svKmmpUCgUCoWDPn1IPfhgigHmz4eFCxk+HAYMEKXS8/JAOME71U0dbFNTEWmXEztwUi52R59jj23FMc4qSW4mbLd4M54gHnlyl2RmvB/0boGqTQh3xoxu8aV9uyx+dHOSR+JIu8AtE73dSqe3X0e4QqFQNAQlhisU+wlvvPEnevXqAoBWp+TqukZaWjIvv3wTW7a4l1IPhUzmzdvGYYelcfPNvcjMjIjRHTv6eeSRPP761+54FTE3DNGKOytLiN52PTo7G446CkaMiP86TDTo2VPUTHeSmho/UN21Czp18jykNKULtcHIawkaPiqDAcqq/BTuih4M4Iauw9Ch0KVLtPCflATjx4eYPn2VdOBAOAxz55YTDmd5Xj8UMujTJ4NlyzZy5JFDyMlJr9+XlZXKhRcey5YtsQ56y0B+/fXPYRgGsjLs9mPT0lK4++5fu7xGjXPPHceoUf0BGDduGPPnP8iGDc/w44//ZOfOl3nyyavIzPQefKBQKBQKRXvENM9n5swFFBdHyqUnWlZc0+witX2CSCIxhUipSXvpdGtdVh7dXkbdOtc+t++LLWepaSn1z2h/LbLX5eXyidcPEhyCuFf855b9lGRW7SUsvUqkO5OQXuXSnWUsg0HLjeUsXykrg15qO8a+vf2ihHBFa0X1DFcoFC3KTTfBhAlkAWWLFsG775K75QfGjYORI2HIEOjSJR1RHj2fSMn0bnVTU+CMG52tdBJdFrFqIKBHxcfOeNkrbnarTuQmrDd4VHsC5dFlQrhz4GRDSqbb48rycigrMzBNu9NfVibdWRbdGXOqAZYKRWukuU07qmd441BiuEKxn9CzZxeWLHmMZ575PaecMoZJk0Zx992/Zu3apxg//oC456ek+DnjjCruvBNKS3OBXkBPdu/O591308jIcG2xDURadn/zjRDFMzPFyNS8PKFhm6b3+RaaEYatW6HG4Zzu2BH69Ind7sRq1p2fL90dyulEid7R9fSaGvHMXl8amga33iqc4a+9Bl98Ad99J0zpt90Gfv8ez3Ikfj/8/LPOqFFd8ftj3xRNg5QUH3/726PcdNMLzJ27nJKScsBgwICuLFnyT3Jzsz1d3yUlFWRlpWH1CJdhmibHHz+S668/nccfv4IuXbLr96WmJnHddafx8svXxZzXu3cuI0b0VSK4Yr9AOcMVCkXL8ikvvNC4MuLRjmwZMqHbmqxz3dzh1nV1xzWcLp+kqPMa0vtb5tyxSNTJU9/b0X6iFx71Mb3Ko8sc4M5kptPNI3P0mKblBJc5cmRl0Ksl6+0XlbBUKJqeDRs2cMkll9C3b19SU1Pp378/d9xxB7W1tVHHbdq0iVNOOYX09HQ6d+7MH//4x5hjlixZwvjx40lNTaV79+7cdddd0nZeCoWimcjIIHnMGBEtzJ8PixczZIhIlVnu8EAgE+EQ70y0OzxzL2/ujBXdSp8nshxA0wKuMWQiFYfcYmoLe0jo6gp3IruQfbtt2R5X2tvqeMWViZZLt+bRbvBax7oz1pRta9+OcBVXKhRNT1uPK+NkGxQKRWsiLS2ZSy45nksuOT5m37HH9uTLL7cQDsd+qPh8GgMGDOCDD8RwdCHkalhO8K++CvP887UcemgyCxbI+04YBgwcCI7PtXrWrhUuapnh246+bQtUShwxe/aIkwMB95vYHyY5WfwaKCsTkWhSEnTqREUwDdxbdQMiqO7TR/RdkrF+PXz+uVi2At2aGigpgSlT4LLLhKDt/vmtYRjwxhuncNRR0ygoqMBye/l8Gn6/jq6vpKKior4/t/V3W79+B5de+hj9+uXFHVyQm5vNMccM56uvlhMOR//RdF3n9NMPY/DgHgBcddWJXHbZ8fzwwzqCwTAHHdRHid0KhUKhUOwlpnkrmvYDKSmjosTjUCg6mWdft6ZQSMc0fUT6f9vnljvcrV+jhU8yd0tkWu5z2b4AmqbHJB/jOXIaUypdloOMQrw5YlkmlNtONmxju92SlbLSlW7l0Z0l0u1TMCgTwa3kZbxt1rJCoWitNHfP8HA4/nifxrBy5UoMw+Cpp55iwIABLF26lMsuu4yKigoefPDBunuHOemkk+jSpQtz585l9+7dXHjhhZimyaOPPgpAaWkpEydO5Nhjj2XBggWsXr2aiy66iPT0dG644Yamf3CFQhHLX/9a3zu8bPt2MufPRx89miFDRrBlizBoFBfD5s0diHYMVyEEcYP4FWhkvjhZOx0rFk1EBNdjtsdzeicifCcaXwINH8kuK1VUt2wJ4fa40hkXyuJLt9jSLoBbc9P0Gjjp3GaPJyts29svSghXtHb2157hbT2uVGK4QtFGuPvuIzjmmDdjRFqfTyMnJ5n164e6nmsY8PjjQRYuTGbVKigtjXyoWtcbP967OrmmicB80CD3EnB6sAZNJoRbFBYK+3mFxzHZ2RCsG/3o90OHxvVH6tsXtm2L1t19PujWDf7wB7nQHQ7Dzz+Drmd6OstDIRPYwBlnvElBwUYAsrK6kJ8/jNNOG01mZgm33z7b5R4GM2cu5pZbzvF0fQP075/HBRf8goKCYlau3FInnmuYpsnppx/GSy9Fu74DAT+HHTbY85oKxf5GcweYqqSlQqGIh2mOIisLpk6NTppZhEIiyWdft6iuDtTFAwZCQLUL4vay55ZTxCptbuEUw3XbMW7zFCJlLC0hPCWmLLqsdGUi5SwTEcLr844y0ds62BpBYO1zXMxKVFqnO5ORbutuJdKtuVW60l7SMpKwtJKQ1lRdN7dvL3ccY03tG5W0VCiah0mTJjFp0qT69X79+rFq1SqefPLJ+qTlp59+yvLly9m8eTP5dRXWHnroIS666CLuuecesrKyeOWVV6iuruaFF14gOTmZ4cOHs3r1ah5++GGuv/76+lZtCoWimcnJIfWUU9j9/vvw7rvQpw+H3jiEXbuS2LXLimlS2L49HxE/2t3BPmAXUCa5sFUZSFaB0B4/RseIiZdHj7Tqscqj22NHZwwZr71QPEe5NcVUGUq0RLo1ty/XlUZPVOh2qyZkjyVlrXeCQSt+rCYSN1YTKXtuDXCwx5H2+FIJ4QqFonlo63GlKpOuULQRjjyyO6+/fgo5OalR20eNymXu3Cls3pzqKeBu3WqSlWVy7rmQmyvKooMQwK++Gi6+2LsMumlCZSXomolPc/ayNtF18O3e4f0iQqFIRCzD7/dW5EMhUpPiK1cffAB33AGffSbKvi9ZIkTuI48UArnX+xQIwMaNqZx0Ura097jfD1271nD//f/H8uWb6rdXVOxm1aovGTXKx4YNm/DFaVzep08uqakB6ZeDz6fTq1dnJk++k4sv/herVm0BoEOHTG644TRWrnyC//73L6Snp8Scq1AoFAqFoukpK5tHQUF0Ui9Rt4tISlruGwtrWdYX3F4O3a1cuvM8mbMnss3LqZPItsa4xOtLWrolLGWOHdt6vBYXdhE8nitc5uCJLY3uLF0pc4S7lbJs36ikpWJ/oC31DC8pKaFjx0jrsG+++Ybhw4fXJywBTjjhBGpqavj+++/rjxk/fjzJtlJvJ5xwAtu2bWODW0k1hULR9DzwAAwYQKdAgLLCQli4sL5culUqPbpculUmPRvIqpun2y5ojxGdbXcsMdsZN3qVSvcqoe6LKo8um3u1FUokfgZHLNnQ/mZujnBJfNnQ8uiyCkPO2FJUGpK11nFWE7Ivq5Y7CsX+hmXcaa5pX1Ybb0txpRLDFYo2wrffFnHppesoKuqJpvVE17sDfait7Unnzhl07uw94iYrC/79b41Zs0Qit18/GDBAGK9XrYpf0k3TIDnZRAsF8ZkhAgTx100Bgvh9Jloin9SmKfqBZ2ZG1HdNEyL4oEGiHLoHSVrQs1T7nj1CBAeR8Kipgd27hav9kUfiJylMUzjIn3yyB8OHBwCxbr0/AwcG2Lnz33XXj7xeUcbc5IorHicpKX5Rji5dsnnttT8RCPjw+SIf1bqukZGRwqZNuygvr65/JhB9xP/zn09IS4tTq16haEM0Z3DZ0EprCoWiPfN5fe9wSxD3Su7ZE4GaZrlxZG4dt/7e8fqF2xOebglNMQUCujRJGc+J4yV+W0jLWOJIXoLcGe6c2y5klUf3EsHjCd9uiUu7EF5VZTn2ncnKRHs6VkOifSzbKEoIVygimKZJaWlp1FRTU9Ok91i3bh2PPvooV1xxRf22goICunbtGnVchw4dSEpKoqCgwPUYa906RqFQ7CNSUmDChKje4f161Eb1Ds/LAyGC59gmaz29brK33XEbNBmvBLrburyEupvT222waDyBPN7gyii8frzL1HTHBe19wt3E73iucXtc6YwxRVzpHDxpjzPVAMt4qLhSoYgQCoVUXNlAlBiuULQByspCTJ68gNLSEKJMdhqGkQEks2xZORdcsJhLLglIncwgxNzjjguwcWPsyCLThI0bYcECd8O2dVx+l0jgqQE6Jjqm6EweDPL/7N17eBTl2T/w78zsIecDCRDOQRERsWLFVy1W0Xqsh1pbrUWttNXaqvWt1NZabWttRWvVt62/1rPiWavWekRALKJVFBUQlFNAhJCEJJBzstndmef3x5PZnZ2dmd0EliSb7+e65trd2ZnZWd63653nfu77QW6u2+k9JylAU1N8/fBhw+JbeXnKRLh5I5bJSgn8fuCBB5xnTxmGXH48Pz9eFe8kGgWqq9fiwAMfxurVbwH4BEJUY/r0MF57bRIuvLAKqtrudmtoaurAqFGliEbds+55eUG89tqH+O53b0c4HIWmqRgxohgzZkzCzTdfhDFjyhwrxnXdQEdHN/7+99fcvwARERHtdUL8Bg0NT6GqKt7kxl4l7lVlnTigaG99blbs5Fg2t4HMHCS2rbTvy7V8Tg78fn9C+0r7fVv3OSXL010LEnAYtEw168hpwDInB4YvkHBaqgFJe+tKp9fWlujm87a2CJLbobf3PLa6PJrP23sera1Lhx4OWNJgsi8qwxsaGlBcXJyw3XLLLY73c+ONN0JRFM/tww8/TDinpqYGp556Ks4991xccsklCe85/f0ohEjYbz9G9PzhzBbpRPvYvHnAjBkYXliIXbW1wCuvAG+8gRkzgGnTZOFKZSUwalQOgNEARlm2kQBGQCbGi5CYzM5FPDbMRzxezAdQYHltjSW9Xie2Ss/NTd0e3Wn5HbcJmV7L8LhWhTtNsLTP1LTu79nCUTXlBEqn9uhOrdHNmNK6tbUZkMlsM5a0xo32x3aH123gBEvGlTR4ZLpoxzCAZcuWMa7spdTliUQ04D355A40N0cck7zRqMCCBQ344x8jePppBVVVIqH62ecDRo9WsN9+gYT1s62EAP77X+Dqq2WHJsMh/hpVIVBakqLyu7hYlmG7VYgHg/H1wAGZHDd/IHftkgt6p7CrRcPby+Va4Hl58iODQWD//YHaWtnK3Y2iAPX1wJw5wMMPJ9+mpgHDhrXgsceWWN5rh2G04+OPt+Gxx9owYkQTVFXxrDAvKyvEKacchsWLV8Nw+McMBn146KE3eqrJgXA4il272lBRUYrzzpuJ66571PXaum7g3/9ejltvvdj9BoiySDTqvYTD3rg+EVE6hPgu8vKAW2+ND+SFQvFBvGg0/hyIv/b5AL9fRSRirhVuJsHN505J75DlOHMWn3ms6nC8WcGjxl6bbSzdqnXSqQTvXTv4PvD5Ev6hnCp2zH9Lp0oet6qeVAn0eEW4WQFurwaPWJ539bw21w5nRTjRYGQYmY37dB0YPnw4Nm3alLA/6NLW7Morr8T555/vec3KysrY85qaGhx//PE4+uijcd999yUcV1FRgffffz9hX1NTEyKRSKxKp6KiIqlSp76+HgCSKnuIaB9YvhyYNQvqyy/HWqWPnzULlZV5qK6WleHNzUBjYyEikVLE15s2YxMD8VjSujmtHe7WUcipPbpzxyGz05BbMjvV5NBUMaTr5EpTOj/gvagIT1Uh3putvR2Ix4dmDOnUVSjksM9cO3xoYyKcBhuzTXqmCAEce+yxePHFFxP2M670xmQ4URZYsaIFmqYgGnVPRm/c2Ir77huFq67qxpo1ERiGjPvOP9+PP/85gFtu8W4U0dwsW6kfeCCwbRvQ0ROLBQLAxInA+DEGlFRjfj4fMG4csH17cqY5Pz91Vqu9XVaXO2XjARgCeOu/fphF152dclMUYMcOYMKEFPcHWRV+7bVRbNgQxbvvBiGEPF8IBUceGcXixU+7VpY/9dQGXHfdSESj3v8QI0aU4OSTD8OOHbvw2WfbY+3US0ry8aUvVeKddz5LaLEOyCT32rVf4P77F6X8DmYSnYiIiPatrq5H8dxz38MZZyQna+1JcPO1uS8a9TvEGDriazp29Tya7RTtFeTmQKZZpROwPCZWiCtKTlKljr1CPJ0KcK+EuFN1eMIXtjIPMP9xnN7z+ZKS3NbqcK8tGk2u2nHazPfjA48hxJPcHbatHfHqnhASK8eHdkU4wEFLIieKoqCoqCitY8vLy1FeXp7WsTt27MDxxx+Pww8/HA8//DBUW6uzo48+GjfffDNqa2sxqmeC+aJFixAMBnH44YfHjvn1r3+NcDiMQE9HtkWLFmH06NEJg6NEtI8sWgT89rco3boVu9asQdm//w1Mm4YZJ54Vi1fMuKiqagSEiCAxyW1OkDTjEmubdBXJcaQ1hkzsJCRfu3Ue8sPv9zvGkk4dh1K1UU/VUr1XVeFWe9Aa3W1JnXSqw9vbASHcOg05xZZmNXjI8npoj/ExpiRy5vP5GFf2EtukE2WB3NzU/1NevVrF97+voKMjB+PHF2D8+HxMmFCANWty0NSkorDQ+/zCQmDLFtlKvLQUGDNGLu09fLjMT6dVmanrQGurzKD7fLLUOhCQFxo5MvVFesq9haJAALCPF3+8Pg9R3alNR7yFiNd64kIAW7Y0o7LyM7z++ga0t69DKFSNsrKdeO65ML75zXUQIuR6vqYpAEa5rgmuqirKygpxwQW345prHsaGDTti71188fGoqZmPlSu3JCXCTYYh8Mwz76CycoTrP5XPp+JrXzvU/UsSZZlMtx5iZTgR9YYQ38Pbb9e6VsakqohJrNwBEgc07ZvTWuFO6zg6r+foNLjo1vLcay1xp+6TTolwFUZsc+SUNbcMXLpV7djXb7QPYqZbzWMOdMpYz1qN47Zmo/k6YtvHRDgHLWkwynSbdJf53HuspqYGs2bNwrhx43D77bejoaEBdXV1CdU4J598MqZOnYqLLroIK1euxJIlS3DNNdfg0ksvjQ2izp49G8FgEHPmzMHatWvxwgsvYN68eZg7dy7bpBP1l9dfB6ZPl4P3PdXheY3bUFkpK8PLy63rh5dAtkW3b2Y7dLcOQtaq7xwkx45mEtxeLZ68Trjbkjnptj5PtcX0JgkOpJ0It8aO9te9rQQ3n8u4MoLkeDGdeDOEoZ4IJxqszMpwxpUDK65kMpwoC5xzToVnVXhenoZnny2HEPLHWFEUaJoKw1DQ0QH87/8CRx/tnotWFLkukbWNuqLIKmpFARobga7uNH5O6utlNKgoZk9QeZGmJnj2Fe8hVBVNLSp2NBegqTOIUERD2NCg+wLoDhRgyxfuzS6EkB9/6qnO76sq4PfruPPObQiH5b+lYUQQiezG9u07ccklVWhuDnv+YKuqAkXx4+GHr4KqKvD54v8mPp8Gv19DU1M7wuEohBCIRPRY4vuRR/6Dxx9fira2Ls9/g/r6ZvzqV992rE6X96bgqqvO8LwGERERZdISrF2bOnnslBBXFLNSx1qxA8QHKlUkDkZqlv1ObSvt+xPbWHq1P/e693QGKu2J8LS5JMStVfZeFTzptLW0V/iYm2yPHkG8+t6a7LbuC7nsc580OVQwEU60by1atAhVVVV48803MXbsWIwaNSq2mTRNw6uvvoqcnBzMnDkT5513Hs4++2zcfvvtsWOKi4uxePFiVFdXY8aMGbj88ssxd+5czJ07tz++FhEBwAcfAGPHorS0FE1CxBLikyYBY8fGE+Ll5YDfnw+5TngpEhPjZjLcGhfa26Kba4nbJ12mao+uwe9X00qCp5qEmU6b9FhVuCmdmesp+qt7xZVOEy97kxCPRPqaBOcESxPjSqJ9K9vjSvfMERENGrNmleGEE8rw1lu7HHPKJ598ANascf6fu64DVVUyeB41Sq6rbU20Koos2p4yxfsedu1WMHak4r4eeCQCz0XJ29pklbjbMQBa9AK0tQGAgvZwEO3hYOweS0q87w+Qs6ZOPRXYuBFYtw6xc4UARo8WeOihKuh68v1Ho0B1dQS7duW7Vm3Lr2hA09rx0ENvIzc3gGjUgN/vQ1FRHs4552jU1TXh5ZdXIBpN/j+Soij485//heHDi9DQ0Op4fUVRMHHiSPzoR6dg27YG3HLLs1BVFaqqIBrVkZsbwDPP/BJTp45P/Y9BlCWiUa4ZTkQDixAXQlE+x733TvTsNBGNJrdKl+uMm+3SrWs96pADleagWk7PPsC5vWXA9ij3m20s7a0qU7VGLyjwrhYH3AcwY60s3USjySOddj4fog6DkvZBS6ckt7nPqz16ezvQ1mYgsUVlCPG2lfY26a09+1ptxw5tHLCkwWxfrBmeCXPmzMGcOXNSHjd+/Hi88sornscccsghWLZs2V66ElgKZgAAoqVJREFUMyLaK+bNA6qrkffYY8ArrwBjxyJv7FhMm/blWAxjxkJbt5YhEgHiMSIQrwg3J+xZ26Wb75uTMM3Y0YwfrbGlGU/G9/n9fseW6E7t0XvTIj1lTGkNrO2PVvZEuK0qPJ0kd6o40t4a3Xzs6orAfakde6t0sy16q2U/E+GMK2kwi0ZlQ9xMyVRleLbHlawMJ8oCiqLgxRcPx4knViQkhQoKNPz5z1MwefJ+UFP8r33HDuDss4HKyviPdTAIzJoF/OQnMk/tpbsb8RPtCXFVBXbt8r5AZydQVub6tu4LolUvcHxPCKCrC8jLc7+8osgBiCOOAP7v/4A33wTWrpXrn596KnDKKZ3YscO7mmf9+gAOO2w4fL7kzJumKSgt1fCHP/wd//nPGnR0dKO7O4JIJIru7gh+8pPT8MEHmxwT4fI7CGzaVIuLL/5a0locVj/5ydehKApuvvkibNlyP/7whwvw05+egbvvvhy1tY/gjDOO8PwOREREtC8swfz5iQN/6VSGx3PBZjWOfT1w62Ztk56qRbrc71Wlk6qFezqDlIBLK0vrc681KJyqwnsGLL0u5dUePZ1Knvg64WHEK3FCtn2pqniIiIiIMmDsWAQPO0xWh69alVQdbm5yOVizIrwUidXh+UiMH60xpb063LrfuTJcUfxJsWE6ye2+dB1yKer2ToTbebRHd9vscWS61eGy01AY7jGkvdOQPb5kIpyJcCLKBFaGE2WBaFTghz/cjYULh0HTiqDrXVBVBR0deSguHg7DUFwLtk0NDcCyZXLQ9qCDZIJZVYGOjvSqLn2akOuBm1OTrNOfCgvTm7IUCMgy9KameIW4ogCFhWiMDAMi7jcSCgEHHgisXOn8vhDALbfEc/LhMFBdLScB/OIXwO9/7/0PZLaY/9e/Tsexxz6L7ds7etYIB3RdoLQ0gMbGpQBEQnV5NGqgra0L3//+3xLaprv52c/OxDvvfIYPPtgIIQSEMNufC5x22pdx6aUnx46trByJ6647N+U1ibKZXPohs9cnIuotIS6BouzAnDljEgYDzSLoVFs0qkIIM6ltrQC3tq6EZT8s+53XFLe2R081WNnbFu+Ac5t01/boToOXHm0s0xmsdBqkTLfaRwiz4j6EeOvzsMM+pyR4GFzPkYOWNPgN1spwIhoCXn8dmDIF6sqVslX6UUdB3boFlZX7YetWWYlcXm5WKPvR1laEeCJWR7zTkHWSpX1zSn7nOOxLXCfcKSHuFE86Jc17kwx3rAr3sgdxZV9bo8cnWFqT4GZSvAvxuNIpEW7dP7QxpqRsYK4Znimp8jzkjJXhRFng1lub8eyznQAAXfcBKIRhFEAIFZddtgsHHBB2/eNbUYDS0niu2vwxNduHd3UBy5d7V10DQEmgMzHhrevxrb1dlpl70TT5Xwm/HxgxQk5rHTlS9m4vK4MuUv9cVVYC++2X+N0AmdRfvVomvu3/sRBC3vayZbnIy/NaDxwoKqrH1772S2zf/iqAz6BpjTj44Bzce+8JmD3bD5/POWjVdQMffVSFY46Z6poQV1UFhx5aid/97ils3LgDfr8P+fk5KCjIwfTpE3HPPZfjxRdvgN/POUxEVun8IbunGxFR39yDa67pfWtIc1MUpzaWOYi3qbSu65hr2W8OXObENr9fTWph6dYOPd0kuVclUCwx7tYf3vroUPJjQE3Y0l0PPN2W6NZWlvE2lvaWlfa26Oaj+bwFbGMpcdCSiIgogz7+GBg7FsVHH42mSES2S3/jDexX3oopU+RYWGWlrBSvrARyc0sAlAMo63k01xIvQmIsmePx2rovsVV6bq7q2Qq9r7HvvmqP7hVL2uPJdFulm1skEoJzDGl/3oLEuNJ8JCKiTGEynGiQi0QE/vrXVtcZQZoGvPBCM374Q/naWkFpduOePdu97ZAQspV4cbF79WVejoGiYLf7TUajMhL2UlCQ+AE+n0yMqyoQicDnSz3l6bnngEceAd5/H9i6Faivl/d95pnAE0+4z8bXdWDpUg0//Wm543fUNCAYNPD003/Fli07AQgAOxEOf4JPPnkNH3/8DnbsaHBcb9xq1qxpCAYD0LTkn17DEFi3rhqPPLIEu3e3o7s7glAojPb2EH7yk9Pwox+dCp8vg4uNEBER0V4lxB/Q1vZunytgZGwWQHwdR/O1tR26U5t066OW1MYy1SCkV0t3IL02lklxpVMFeAqpKsB7U8ljDlbaBzsjEbONpVPVd8hhf8RyfAisCGcinLKHYXj/tuzpxspwItojt90GVFaiAEBk0ya57t/69aisjLdIt27xFun2VunmhEp7Bbjfts8prux9p6E9aY3eH+3Re9NpyB5fRiJmpyG3anCvTkNccgdgXEnZw6wMz9SWqTXDsx2T4USDXE1NFI2N7r+A0SiwfHk3fvpT4JxzgNzc+HsHHgg8+igwaVLq9hrhMDBmTGKBt6rKZb7HjwilblPs98sSdCf5+SmT5cWF3je4ZQvwzjvyPzZdXTIZ/umnwIsvAitWpB580HXgppsq8PWv5wCQCXC/X36p0lINwCNwC07vvXchgkG/Y5LbasqUcbj22nNQVJRYZl9cnIfy8iJEowai0fj/Lc3nl19+N2prd3t/AaIhipXhRDSQCfEVXHmlDHNKSnpfJaMoKhKT30C8Ety+1qPfsl9W8ChKTkJFeLqf73WcvUrcLXGeUMUDpD1gaQ5Umqd4DUKa++2DkelVhBtwrgL3qhK3VvCwIpwDlkRERPtQeTn8p52GTkC2Tl+6FKN99bH1w80K8cpKYNw4FcBIxKvDzQrxEsikuLWLkFMFePJ+v9/vWRHuViXe2wmZ1vgyqSo8VVzptH5PmhXhXglvt3jS3NraDMjEtluXIXtluDXebAMnWDKuJKLMS29aPhENWLm5qee0BIMqrr0W2L1brgcejcpkr6rKtcLz8+Nt0d0IIc8zW6qba4rLgdo0btQw5IG5ufEpTD6fHBkOBlNOaQr4BQoKzPV3Eum6THq73f+//w0ccYR7UlzTgClTQpg+/XmsW9cEIA+6Xo4RIwrxs59Nwrhx2zF79lbXe/P5VOTmBhCNOmfcVVXByJElOPXU36GjoxuqKv/BiorycM01Z+OIIw7Aaaf93vX6hgE8+uh/cO2133I9hoiIiAYmIZZg7dqvYdIkOSAYCqVfDZOTA3R1mWs5mrGSNQEOJFaGx5Pn9opw+3XTGZBMt5IH8GhnCchHe3mPzxff71D+Yx3jTKeCJ9XApjVhHl/P0VwX3F7FY1bsRCyv7fuJKJtwzXAiGvD+9jfgRz9CcWkpujdtQnDVKqCqCpXTR6C6OjlR29ys9qwfHkJ87XBAxo46EjsMWePJHNgrw906DTnFlvYJkm7vp4ore71OuBNLfNmXqvDerRPuVQnutWY4MRFO2SYaTTNf0kdcM7xvWBlONMiNGKHh6KODsZbndqoKjBmTj6Ym+UOpKPHu4wDw5JMyH+32I6oocgnvQCC+T1VlAllRgO5uIKoEnE+26uiQ5eWy57hMivv9sow7DeGIrPbevBloaQEiEXnPJSWyLXrEY0yysxP4xje826T/97+LsWFDs3kGgG2or/8Mt976OrZv3+V5b4qiIDc3iKuuOjP22qRpKjRNRW1tEzo6ZCt5w5D/2O3tXZg37zmsXLnF8/qapmDr1p2exxANVYO1Mnzr1q344Q9/iIkTJyI3Nxf7778/fve73yEcDicct23bNpx55pnIz89HeXk5rrrqqqRj1qxZg+OOOw65ubkYM2YMbrrpJghGxkQDyBI88EDqQUK3NpKyOlxD/E83s3Wl2SbduUW6vcLGaxDSqyLHrcUl4NwWPSkRbvL6QXXog5nuYKV10NLpOKdNCGsC3KldpTlYad9vJsyJg5ZERET9oKAAOOoomUJdtQpYuxZ57fWOrdLLywG/PwfxNunmo1ntbU2Au23yfbdJk17792RyJYDkeLIvVeFAn9qjp1tF3t5uxpX2SZRhJMeWnGDphDElEe0rrAwnygLz5pXixBPrkqq7fT6ZLM/JKXQtvFZVGT/vt59sNW6lKDJ3feih3p/fFfHB7/d7Z6TdEjOGITPqfr/nqW+/o6KtXT5vaoq/N3GiTHanyvsceihw3XU6/vQnFULI72UYChQFGDt2DVas2BZLUpt0XaC1NYyVK70T9tGojqKiPNTV7caYMWXYvbsNXV1haJqKs88+Ehs31uDTT5OvbxgC0aiOd99d53l9wxAYPXqY9xckokFl/fr1MAwD9957LyZNmoS1a9fi0ksvRUdHB26//XYAgK7rOP300zF8+HC888472LVrFy6++GIIIXDXXXcBAFpbW3HSSSfh+OOPx4oVK7Bx40bMmTMH+fn5+PnPf96fX5GIeggxD4ryMJYv/z5mzIgPsAHyMScnfqz9tbkvFPJbYp0I5MCkeaCG+KCmbJHu96uObSy9nrs9uiXKrQObgENxt30A01oJ7sDwBZJOs1d+2wcpU7VEt7/f3Gyu59gBOQjp1MIyBNnGsr3nub2NJXHQkrIRK8OJaFC4805g7lwUr1qFjnXrkL90KVBRgSmnnuU4WRAAqqtLEImYkyjNuNGsSLZWhpsV4YlxZW6u6rrkTl9aont1Lop1GYpaJh/2Ztkda5zZc7G+dBXyii+d40rrEjvW+NHcWhz2sSqcMSVlK13PbGU41wzvGybDibLArFm5eOKJkbj88l3YvTseGH71qzm4/vrhuPdezfVcwwBqa4Hzz5evt2+XOW1FAcaPl+3FU9F1AMX5QFtb8l/5gYDMVnvp6vJslV6zU0Vbu+KY8P78c2BYyjyxwF131ePRR3fDMDTk5hYjLy+AU04J4pZbApgwYVlSojr+3QTeeqsd06aNx7p11dD1xHtUVQV+vw/z5j0Ln09FNKrH/mNXWTkCt956MQ444MeudxaN6vj44y0YObIE9fUtjtWchmHgoouOT/UliYakTA8sZur6p556Kk499dTY6/322w8bNmzA3XffHUuGL1q0CJ999hm2b9+O0aNHAwDuuOMOzJkzBzfffDOKiorwxBNPIBQKYf78+QgGg5g2bRo2btyIO++8E3Pnzk3oVEFE/UeI70NRDBxzjBob/DMT39ZO4fbX1k0OYprt0gOID6AlVor7/WpSEntPKsO99jtVhgNwHqg0v5j10Ty55wJOXTnSaY+e7uBmJGIgXt1tVuOEbZtTNQ/bWJo4aElERNTP1q4Fpk+Xg3mrVgHTpyMwYwYqKkajudnaJj2e2G1oyEdiq3T0PLcmyZMrwu1xZaqW6KliznQ21VwayB4YpttlyHIxo6ezUjqxpDVmTCdRLicbhJAcW9pjSLNFur3zEBER7Utsk06UBd55B/j5z/MAjEVh4WgUFo5EUdFYdHaOQnm595wXVZUdy1etknnr/fYDJk+WW15eep+vKEJG2d3dMmLU9XgGKTc39QWEgKFo6I6qCQlvASCsq3j/Q82zjbts/eQ840pVBdrbuzB//m5Eo4Bh6Ojo2I2Ghjo8/vgXeOqp3a6JcFMopOPZZ3+JsrLC2HrfgGyB7vNpPS2LZZV3z9cBAHzxRT2uuuq+NL6+wEMPXQVNU6Bp8Z9l87P++McLUVk5MuV1iGhwa2lpwTDL7J733nsP06ZNiyXCAeCUU05Bd3c3Pvroo9gxxx13HILBYMIxNTU12Lp16z67dyJKxxIsX55eq3Sn9xPbpVsHLOPrPCqKP+3WlU7vOQ1mmlK1c48NXjq1s7Rz2N/XpSzcBiqtlePmvsQkt5n4DjlsXXBeP3xoYyKcsplh9P13KJ2NFTxEtNcsWgRUVCB/+HDo69bJ5HhVFcaOleNjJSXJ7dJLS1XIFunWLRfxWNK+7E7AdZ3wVLGk05buWuGu64T3sXVHOpMqU7VGd4s3hTDjSXtsaW2Vbk2OW+NKYlxJ2UzXMxtXcmXEvmFlONEg19ICfPe7ZiCmwOeLJ0Q2bwZ+/3vggAPkettOP5SGAYweHX9PUeJJZSGA9euBQw7x6oAuEDS6EgNT82LRKNDaKjPuHn/9G6qGHTUKhPBBUQQCfnm+qikpqxqFkJf+8Y+Bf/xD/sfGXBtdCKCgwMCDD1a7fvwf/rAb++9fjC1bWhz/fTRNwZQphbjuukfR2NgCwzAQDAYwcmQJzj13JlpaOvDww29A15NPjkYNvP76SkyZMhYbN+5wTLr7fBpmzJiEF198H2PHlqOpqR2trZ0QApg+fT9ce+23cN55x3j+GxANZZkOAs15Pa2trQn7g8FgQgJ6T23evBl33XUX7rjjjti+uro6jByZOBGmtLQUgUAAdXV1sWMqKysTjjHPqaurw8SJE/faPRLRnhHiJCjK57j33olJRS72VunmoKH9/Xi7dAOyhaUOs42louQ4tqt0amnptlnP8xrMtLdIj1XwWL+ENTY0D7RWg5uPlkoe+9in00Ck24CkW2v0xDaW1sFIpxbp1haXbGNpxQFLIiKiAWT9emDWLISffRa5r78OTJkCtbwckyZNRXt7PF4CrOGXHw0NpYgnvSOIV4qb7dHlo6L4E+LIVMvquC3H47WeuD1JHvA5JMK9kuL21kS2oNVprfBUXYS8ltuxbvG40lx6xy22bEU8vjSfc4Il40oi6g+sDCca5J55RnYhd0r26jqwdClwyilyjWzV9r94RZFraY8d6359M0B0y0mrChCMdrhfIBKRLdA97A7lxZJZQijoDqvoDqvo6nJujW7/DuEwcMstcnLshg3Arl2yUvz884HW1vpYxbaTtjaBU089yPVzdF3gww+X4OWXP4DR848cDkewbVs92to6sWPHrqTW6VZCCHz7219xTIQrimyB/sorK/DQQ4uxdWs9Wlo6oSgKRo0qxfPP/4qJcKIBYty4cSguLo5tt9xyi+NxN954IxRF8dw+/PDDhHNqampw6qmn4txzz8Ull1yS8J7ThCAhRMJ++zHmcgtskU40EC3B0qXeVTSpKsfj1eGJbSzdBhzdktnpVoi7Ve6YleCurSyd2JLfJsPyZ2k6FTzpVIbbt8RW6Galt709OttYEg1Vma4M55rhRLRXvfsuMHYscidORHdDQ6w6vMjXGasGLymJb+brwkIV8TXBcyxbvDLcqSLcKZnt1lXIq0uRW0zpEB6mXx3uElva8+npVIg7VYvbk+XO7dHN2NIaY3YhOfZkIpyJcBoKMhlTRqPsONRXrAwnGuRWr5aJbq9xx+Zm4NJLgX/9C9i5U+7LywNOPx348peBmhrvyspQCBg9SqCj0/wcBYBAwA/koRNqJEXGWlVlD/ZwOOmtbjUHnbp7sjwUAoYPBxobne9RCOCOO4CqKjnAsGWL3DRNrideWChSJtSPPfYAhMMtuP/+ddA0BYYhoGkKolGBkSMb0NBQn5DMNhNN9923EKec8mVomuqZED/rrCPR0NCK++9fCEC2V49GdeTkBBAOR2EYAtFo/HzDEKivb8H3vvd/WLbsVu+bJxri9lVl+Pbt21FUVBTb71YVfuWVV+L888/3vKa1krumpgbHH388jj76aNx3X+KyChUVFXj//fcT9jU1NSESicSqvysqKmJV4qb6+noASKoqJ6L+J8QlUJR1mDHjIJSUxP+YtVaBW5PW5j5r5TigIhIJQA6syYHL3FzVsUInVZWOW2V4Oglxnw+JVTumdJLiJsvop/0PfOs+rzUbvSp6zHUzZRtLe6W3UwW4U4U4cdCShgLDSO9nq6+YDCeive7OO4HqagS3bgXeeANmn/TK6V9xrAw3+Xx+NDeX9MRHZnW4ueROjmMsaY8j3fZ7Tc70SqQntUe3B4SpOGTZvRLg6awH7tRpqL0dEMKsBneKH7uQHGO2Wp4PbYwpaagwO9dmCtuk9w2T4USDXEFB6mM2bJDJ4fHjZUt0w5CxYXu7rKD2/gEV8PsENBUoKpDnGkJAVXoqzTvT+PVVFJl99/lkQtww5A3l5aGlJQCZXHf5dAFMmybXRXdKem3ZEk+EW+k6sGYNcOyxOTCMFs/be+WVV/DccwsABKDrFRg2bBhOOeVAnHvuBJxzzg2u5/l8GlRVcU2EK4qCkSNLcMYZN6G+Pn4P48YNw09+8nW0tnbiT3963vFcXTfw9tufYd267TjooHGe909EmVdUVJSQDHdTXl6O8vLytK65Y8cOHH/88Tj88MPx8MMPQ7W17zj66KNx8803o7a2FqNGjQIALFq0CMFgEIcffnjsmF//+tcIh8MIBAKxY0aPHp3UPp2IBoolmD//IFx5ZXxQ0EyCu7VLtybJfT4gEtEgBy01+P2qaxWOW4W416BlOus5xgYtrZwGKu2tLH0+x+PcTk2nQjxVRbgQ9iodc7O2TbdW91jXc+SUew5aEhERDWBjxwJHHYXu995DcO1aYNo05E2ZgpKSYSgpkeN+JSXJS89Eo0B7ew6E0GBtlZ5OJ6F0KsLtkyq94sw9ToQ76E2FZbpdhuJxpbmFkdxlKOSwme8REVF/Ypt0okHuG9/wjg3z8+OtM4SQOWi/X+anGxuBjRvdW6ADMuFdXpb42mdtud6TfPFkfkAgILP3RUXyxux92120tcmlxxsa4knvggJgyhTg7rvdZ9krCtDUVIyCAtXxozQNKCnZgSeffBldXWHI2ZtVaG5egeeeexJbt271vK9oVIfPp+K00w6Hqib+I5qv6+qaEhLhALBjxy7cd99CbNpUk3Im1/r11d4HEA1xmW49lKkKoZqaGsyaNQvjxo3D7bffjoaGBtTV1SVUeZ988smYOnUqLrroIqxcuRJLlizBNddcg0svvTSWmJ89ezaCwSDmzJmDtWvX4oUXXsC8efMwd+5ctkknGqCEuBJr1mxAKJR+Etp+jN9vtkmPB0Gp2lh6rdPo1k7ds5Wl0w9lOj+eKdZztF/GPlDpNnDptj9xgNLaAt0+gGkfuGQbSybCaShhm3QiGpSWLwfGjpUD/GvXyrXEq6tRUYFYu3SzRbq9dXpBAeD3m+3RA7EJlk7xYqrEeDodheyxZKy7+Z78AW5vkW6JLZ0ubW193ps40zmuNONF68TLEOITKznB0opxJQ0lup7ZuJJt0vuGleFEg9zRRwMnngi8+abzD+EZZ8gctFuL8U8+Ac49V7YUd7L/fsJ57R6TmV2PuAwY+v3yGCdCIC9HIBRyT9joOvD3v8vn5vdTVRnvnnWWd1W7EEB7u4ZXXhmH007bhq4uETtf14FRo6Korn4c9qBUtkQ38Mgjy9wvDlkZXlFRivHjh2Pz5jp8/nkdIhE5ynHYYfuhrq4ZNTW7Y23VTdGogc8/r8PYsWVQVcXzP2DDhhV63gMRDU6LFi1CVVUVqqqqMHbs2IT3zN8MTdPw6quv4vLLL8fMmTORm5uL2bNn4/bbb48dW1xcjMWLF+OKK67AjBkzUFpairlz52Lu3Ln79PsQUW89gJ/97M+45574gJtVNJpcJW5/HY2qEELzHLB0a12ZTvt0r0HNWAWPk95U8vh8aVfqWF/b21e6PY9E7NXfZvtzt9aW1m1o44AlERHRIPDuu8DcufAffzy6//MfBJcuBaZMQaCkBBUV4xMSv4B8tCalZeykxl47LbnT26V20qkkd60KN2/SHkdab9y8Wetzl0mWbolwtyV3vNqkx5fdsceW1vbo7UiOKW2B/hDEuJKIBgImw4kGOUUBHnkE+M1vgMcfjy/LXV4O/PrXQHc30OLRJTwalUHrxIly7fDubrk/Px+orATKStO4gaIi+SH2YDUQAHJzPU/PC+po0VTXmfJvvZWc5DcMmXtfvFhevsul25CmAcOGhfCrX72Bzs7dAEZC04owaVIBrr9+PB599B+oqelyTEYbhsDq1dswY8YkrFy5xbEVejSq47HH/oNwONpTdS+T+oceOhH33nsFZszwSkYpaGvrQjTqXiIwevQwHHPMQR7XIKJodN+sGb63zZkzB3PmzEl53Pjx4/HKK694HnPIIYdg2TLvyTtENLAI8WcoyhI0N38tqVW6U2t0p9cA0NWlxcIvr8ruPangcavqAZA6Ie7E1iq9t7Pg7ZU86VfvWNujWzezYsd6HBENNYbBtR2JaJC6807gvPMQzM2NV4dPmoTyo8bH2qRbE7yhkNwHxBPiZpyZau3vPYknzc8zHx0nV3q9tifE7Xrec6sKT1Ulbk+WW59HIgYSY8ew7dFMjtvbqDMRzkQ4DUXRqHcn3j3FuLJv2CadKAvk5gK33y7j3ZdeAl5/Hfj0U2DOHLlUtxdFkW3INQ0YNw7Ybz+5jRqVXgd0APIC9oDV7wcKC1P+8quKQFlZ8n5FAXbtkut+OxFC5t9PPtm927quAwsWvIn3328AEAWwA7q+Dps2fYiHHnoXu3e39lSBu7vhhu+gpCQfmhb/EPO536+huzsKwxAQQiAalQnztWu/wA03PO55XSEEfD4V3/3usUn/RKqqQFGAv/3tR9DcquqJiIhokFuMBx7o3Xrd9k1RVIRC3gOOqZLiXmuGmxyrwvvSytJ2QcPy56hbUVA6VeP2QUs5Ucqe9DYHKa3rgput083BSvPYoY2DlkRERINMz9rhkbY2OThYVQW1sT6hLbp9s1Z+m5XdqSZV2ideOh2XToIcgHOAZ+63PrpxuGiqONLeDt2ratxaLZ64tI69Lbp1/XB7e3QiIhooWBlOlEVKSoBjjkncd8ghQG2t8/GKAkyYkDjYaU0st7UBebmA5jVtJhyOl6NbRSI9F/DOxnd1K1j2rkxc5+QAwaBMdI8fD2zZEm9p7ubMM+Vxa9YIKAoghAJNk+cEAuvR1VXjUFkusHRpLY4/vgw+3zbX6uxAwIePPqpCQUEu2tq6oKoK/H4fZs48CGPHluGRR95MaoEOALpuYNGilcjLC6Kzs9vx2j6fiqlTx2PYsAJMnjwGW7fWo7tbDr5+6UsTMW/eRTjttMM9/+2ISP5vPZMzIrkODxFlihC3QlFexTvvnI6jjpL7mpvj76dTKJOTE2+x3pvKcK/KHvsgpvXaKozEEUSnG7PfoDXQtJaxW3b1ZkDSqW2lvZ1lV5eB5NaV5mZtb8n26HZMhNPQJSBEJgM/BpVElEF33gn84AfwH3AAsHQpUFEBVFZi2PQchCqKHMM2n0/GnmbTHvM9e5v0PWmH7pYcT5pc2dtEuJ1Hi3T7xEn70jteS+4ktkc3Y0j7muDttvfN4znBknElDV1GhuNKlob3BZPhRFlu2jTZJam2NjFhpCiy8vtLX/I+v71DQXGhyw+sEECHx6BhOJwyGb7mUy2W7I63tJT3LJPb3ve3aVMI27Y1oaEhgMLCfBQV+XDooQq+9a0ufOc777iep2kKDGMsotEPXd5XkZen4eab/xmrHldVBZFIN8rKitDa2uV5b4Yh8PWvH45//eu9pOpzRZHvP/LIm/D5VESjRqzF+qmnfhkvvXQD/H7+PBMREWW/JXjssZMxa5a/19Xh1tbpTtXhgPe5XtXgTu0sAXiv5Zh0sMN+W7l5b1ukp9smPXVr9BASW1uyPTrAAUsiIqJBrbwcmDIF+ssvQ1u/Hti6FRg7FiUVRUlt0u3xlHVdca+JlF5xZToV4Y7t0ftSEe7xOt3uQulOxEyu/A7ZtojtNeNKgHElEQ08bJNOlOV8PuCMM2Trc7PjtqIA++8PfPe7crlvL5FIT0baqfyyuzv1gro9QaxA8pylnY0qdjW5t1EvLPSuylQUA1dcUY9PPomgvb0DtbX1qKqqwfPP78D27U2et6XrAoZRhNtvvwiArNSW15T3U1qah9bWtoREtvn86aeXob6+Garq3QL+Rz86Bccf/6We62tQVRWqqkLTtNi1zNbqui5fL1y4Erfe+pzndYkori+JlN5uRESZIsSdAJagutq7SjvV4KI5mRDwToD3JtluT5CrZlWj0+Cl22srx+x68uluVTxOg5ZOW2J79LBtsya+ra0t2R6diAwAegY3VoYTUYbddhtQXg6ttDTWKh3V1cjzhR1bpNtbpbsltVN1G0o3ltzjinDbpErrxd2qwr0mVXotuZMYV9onVoaRnCC3J8uH9m8+E+FEmYwpdbAyvG9YekiU5XbvBj7+WCa9p02LVxCpanqthVXocnFuQGbRVVVmqDXNfbFuC8MQ6Az7oQoDAZ8OVQGEokD1aVi9VoEQ7gnlSAQ48UTgjTcS98uKcYFXXtmVlIvXdfn+rbdG4PMpiEadv6TPp6C4WMeLL74HoBvRqA+5uTnYf/+RuPzyU/Hzn98PwyUTr2kqdu9ug667B7dFRXmYO/chrF37BQB5v/vvX4HZs4/FJ598jpdf/hBO7dmFEPjrX1/Gr371bVaHExERDQFCnApF6cAjj+QnVOWYMVtOTvy1+dxkHmsO2JWXeyfCvdqjuyXNAYdEuDmKaPbVTMWeCPdoZek0aGmtYvJqnS7bo1uT3tZWlU7t0UOIt7YcujhgSURElCXa24FZs4B//xt45x3ZLr2iAiMmTUI0qiYkg63hmRlrmft9vsQkear26PZEutP64o6J8HQS4h4TKa3vp1MNniqWtG7xZXfMam9rfGkuvWPGk9bnQ3uCJeNKIhqoWBlOlMUMA/jkE/kohEwS+/3x9uNr16aOKfNEZ/yFtUI8Gk1dFQ6grTuAcFhBKKKhtSuA5s4AWjr86OhSAXhXVgPA8OHynq2x8IQJQEFBBzZv7nI8RwigsdGHmTPHx9qP20WjAq+88izefXc95GyqCLq727F2bRVaWlrQ1eW81jcg1wRvaurAUUcdCM1lQfW2tk589tm2hHM2b67D0qVrsXr1VsdEuGnXrjbU1npXthORxMpwIsoOi/HKK94Diakqb9zWDre3Pu9NtbgKI3HgEvCuDPdiS4h7jYOmquZxG8R0rtwJwblS3BzQHNoDlkRkEmBlOBENev/8p5wdOX16QnU4mpuTKsPt1eHpTJpMtbkd65oIN6VTGW5nCXT35O99p6pweRvWuNG+3I4ZX5qxpjW+HLqYCCcyZbrjECvD+4Jlh0RZrLFRLtvtRtfl+24F3jm+KIKqxwBhioqgqOKHrvgd3wuHgXHj5BJGbhXqnZ3AFVfIInRdl2uc67qsGA+Hw1BV73z8Oed8GQ0NLVi3rhmA/ByzWjwQWIdwuDXhfLN1+W9/+yT8fg2RiPPFFUXBmDFleP31G/GTn9yNZ555O3ZuWVkhfD4N9fUtSWuFG4aBt95aiwkTRrjfdI+8vGDKY4iIiCg7CHE2FGUdzjjjoITBuXQrw4H44J3bwKRX9Y49+Z5QvWP9IKfKcDuvQcyeinDzMKf1v9Ot4LFW7oRCQCRiVu9YK3c6kFzJY6/iCaX1f6NsxUFLIiKiLFNdDUyZIpPh77wDVFYCJSXIm+RDeXlRQhhnnzRpj0GtW0GBd1zpFFvGPiPVLEjzeSoOsz29ug25tT+3xpLW1+bzxKpwa3xpjS3bLa/N+HLoTnxiTElEAx0rw4kGCCEEqqsNVFUZiET2zuyerhQTEhUF6OoUGF4uEAzGV/VWVYHCQoHSYCcUr+JtRYlHwzbC50ebWuz5+RUV3vf37LPy0UxYh8Py+QcfyMrvVIXp69d/ira2dyHEJgjRiuJiA2ecMRo33jgG4fAm1/OiUQOHHbY/zHXEkwlccslJKC7Ox5NPXoPq6ofx2mu/w9Kl87Bo0e+xc2czhEuGX9NUFBXluq43rqoqvvrVqSgvT7GYOxEBYGU4EWWTJXjuub5X5Xglw03pVvF4trHsa2W4RbqV4G7JcadKcefKHftmX9PRY9boEMBBSyIrrhlORFnitdfkgNv06bIyfOtWoK4uoTrcula427rhTontvqwX7rlOeF8qwk0erS7dugvZE+RuEzATq8LN+DIE51jTup+ICOCa4QMTk+FEA8Brr0Vx2GGdGDeuAwcc0IFRo9px883d0PU9+2ELBLzfF0Ig4Bfw+wTKSgUqRgiMHG5g5HCBwnzhnQg3hcOydDsQiEe6ubmIFpZAKN4/MZoGHHpocmW6pgGrVgHbtjme1tMGPd+1ol1Vgby8Ttx994PYvr0RQC2AVejoeBdvvPEvNDfXuLY3BwCfT8VRRx2IsrKipIS4qio45pipuPjir8X2jRo1DKeddjiOO24aOjrc26sDsl16aWkBxowpc7y2qgI333yR5zWIiIgo+whxJV5+uTk2EOlV4e30Gkhe67GvrSw9s9XmvlQcBigN25+fe6udpawKj0AODNgHL+0t0a3b0E1OMRFORESUxerqZEI8Go0nxBsboYY6k9qjuyXEgdQTMr3eA2ydhqzc4sp0Z6Rb4sy9FU8mx5X2JXbssaX1NTsNERENdEyGE/Wz556L4IwzurBmTXwwbtcu4De/CeP739+zYGr4cJlY9mKtzlZVeXwsCZ4qm64oslRbUeTJZsQrBLTu1OvktLQATz8NrFkDbN8uY/XGRmDqVODtt71boHd1abj99mEAnCqeBDo7H4d9llQ0aqCrK4KFCz+FrrsPfkajOnJy/DjyyMkoKsqLVXEPH16E3/zmO1i48PcIBp3bvx944BjPRLumqTj88El4993bcMIJhya8N2nSKCxYcCO++tWD3b84ESXQ9cxWhafqQEFEtHfdjxtuiA9QelWJO732qg53apnuVPGTsircPnBpH7B0KkW3SDUoaT5aW1V6tUhvbwfiA5KhNDazreXQXdORA5ZETgTkBJlMbkRE+8iTTwKTJgGzZgHLl8uKk6oqoK4ORTlhlJcjaXNaPzzdJXecWqMHfGl0GnKqEnfilGl3aZHulOBOtfSONb5MXmInhPjSOtbnHZZt6FaFM64kcpLpuJKV4X3h3k+EiDIuGhW48spuCJG8brYQwGOPRfHTn+o44ogUGW0XPp9cJujTT53fP2CSQNBraWq/P75gtxNFgVv5uGpE4dMMRHX3xPCbb8Zj3ZaW+CWfew7Iz5eTAtyoqkA0WocJE2pRXV0CVS1Abq6K73wnHzU1L2Px4mrH29Z1A+vWNaCkJB+trZ1J63orCuDzabjttn/B51MRjRqxrzh16nhce+23kJvr/o82YkQJzj13Jp599r+OCXchBC677BSMHVuOhQt/jy++qMemTTUoKyvE9On7QUmrHJ+IiIiykRC/gKKsRnX1oSgpSU5sW9cPd3ptrXDxqtJJu3onVStL84PMRzu3fu3wHht1amlpr+BJrN4xkLpix1q5M7SrwonIiYDsLpEp/M0hon1s/XqZ4QZkInzKFLl+eEEBCkpGxGLNxGVnEkM7t8mU6Wx9nlhp7vNog26+53Vpp1gyVcJcCGtVuLUy3KtKfOguu8NEOJEbs515pjAZ3hesDCfqR8uW6di50/3Hy+cDHn88gmgUeP994PHHZSX1hg3JyXM3o0fLeDc3N74vNxeYNg2YWJniZEWRWWlFSfxAVZURsFuf8h75/ohrq/WqKmDnzuT9QshAdOpU1zw7VFUAaMQvfrEa27bVQ9c3QoiP0dn5IaqqPkVLy3bPym9Awe9+dwE0TU1oVe7zqVAUBZGI/I9VNGrE7gkA3n77M/zhD894fmcA+H//7zJMmTJWflLPl/D5NCiKgvvuuwIHHjg2duyECSNw4onTcdhh+zMRTtQHmawKTzU5nYgoM5Zg/vzeDTiax1kH83qTCE/IVXuNKNrf9+IygOl0+p4kxZPXCtdtr63rOIbAQUsOWhIREQ0JL70k20FOmyYH4aqqZDvG9nYEEHZsl25PegPerdHtsap5vGpOAHL749orEW7lNtkSycvvOH2cU/zolAiP314YicvuWJPiZixpXy+ck52IiAYDVoYT9aNdu7wz2kIA1dUC11wD7N4db3n+2mvAQQcBP/tZYpLbzjCA+nr5fMKEeIG32dFcAPBMvwoB1NbGs8Fm8ltR4F1SHj+/s1N+bm6uPF1WXgNLl3p/7IgRwJgx8uOtFd6qKpPhq1evTMjPm8/feacR06fnxqq6nSiKgvr6ZlRUlKKurgmapiInJ4AzzpiBHTt24b33Njgm0w3DwN13L8Dvfz8bfr/7z2dZWRFWrLgDTzzxFp5+ehlaW7swY8Yk/OQnp+GQQyo9/sGIiIhoqBNiLhTlJVRVnYXKyniVjpV9LNFaJW62egR6t66ja3t080Psg5bm4GSa1eFmG0vr5dwqdNLdurrM6h2z/bm1Vbq9xWW75fnQHLRkIpzIiwFWhhNR1rntNuAHP5DrEn74oWyd3pP1LiovR7QkkBCf+XwyljTjM7dlevq05I75Iekmwk32rHzP81SxpNMkSq9W6TKuNONIM6a0tkq3xpYdlveGJsaVRF4yHVeyMrwvmAwn6kcHHeRdWS1z0SoKC+Vra1J4wwbgwQeBK690P7+tDQhbCl+s64eHQkA4rCAY8Pjx7OxMrAg3LH/At7QAeXme919d50NLh3ze3Bzfb3Zp8uL3C1x0kYG//x1obVVhpu0PPxx4/fX/orOzzfE8wwBqakYiGl3j+L6mqcjNVfGnPz0ba5Guqgo6OkLQdQNffNHgWVXe3NyB+voWjBlT5nn/ublBXHLJybjkkpNTf1ki6rNo1L2LxN6QbhcOIqK9awnmzz8Lt94qBxbNwUm3qnAgMSft1iod8Ohc7jY4mU4VuD0RbkuK29dztF7Wa59T1Y514NK7csdpMwc2hx4OWBIREQ1RFRWyZeTy5cDWrbJVekUFkJODgoJhttgqOT5Ld3Il4JAIt3KqDLe+9ogl3d5LJ5Z06jTklBBPbHtudhuyt0pnTAkwriSiwYlt0on60bRpGo4+WnVdBkdRgNGj/Qk5aJNhAB98IDscuWlv9/783U0ebwoRX8jbSTjsmYHqjqpo6XBe67y5WVZ9u1EUgQ0bDJxzTgRvvRXBxx9347PPurF6dQjTp0exdWu9x40D9fX5uOaa0wAAmha/R1kB7kNnZ1PCWuHm8+eee9drGXQAMnFeWOhRjk9ERES0h4T4K2prn8e//x1vX2ltW+m0bqP5ur09vgHO6z06VoUDqdeKcBrEtI6AWt+3fECqBLdXG8vU1TvWNcLNCp0ul21oDlpywJIoHeaa4ZnaWBlORP1k3jxg7FjZLv3DD4G1a2WleHMzAqFWlJQgabO2TXdKhNsffT4g4HOpCPeKL3tbKW5pke6V7O5tt6FIxLpWuDWWDFk28/XQrgpnXEmUjkzGlDpYGd43TIYT9bPHHsvF8OFKwvLbPp+s4r7kkhwUFnr/z3TDBhnDfvwx8N57wMqVsjW6YSRWkjuJRBR5UDgcL38UQm5tbXDMwlsJ4bhuuKGo2FKbB68m7Icc4n5ZwwCeekoGwdGovMWODoFwGLjssihKS71btJeV+SFEF0pKFAA6NE1BWVk+fv7z0yBEKwzD+R9GVRWoarwK3U7TVJx++gwUFXlXxBPRvpPu39p7stHgsGPHDlx44YUoKytDXl4epk+fjo8++ij2/pw5c6AoSsJ21FFH9eMdE6WyBC+80JZy7XCn960DgE5V4ElV4UDyQKTXwKTbj6PbDE8Hvfkddmp7mbw2uHUQ06tKnIiIyBvjSso6FRVyq6sDqqvlY8/sybwcw3XNcKf40asyHEDq5LfT83R4tEhPpzLcq0I8sSrcrAiPILla3Pp86GEinIgGM7ZJJ+pn+++vYs2afDzwQBjPPhtFVxfw1a9quPJKPz7+WMN//uN9/o4dQHd3/HVXF9DUJNfcLi72bvGrqUIebFIUeYKiJPZUd6MocjFww4hHnpqGzpAPEd07iV9QABx1lOzSZP1ov1/giSciqKtzvnFNA8aMGY/m5k2OyX5VBTo61uIvf/kg1u5c01Ts2tWE7u42dHa6z9w0DIGOjm4ceOAYVFXVwLrmuKapCAb9uPnmizy/FxER7XtNTU2YOXMmjj/+eCxYsAAjRozA5s2bUWJbl+PUU0/Fww8/HHsdCAT28Z0SpU+If0BR/o1Vq87GlCnuyXCnzZo0djsGsK3rCHgPSqYasPRqbYm+TUayD1Zan8cHK8Mum721ZTjpnoYCDloSpYtrhpPEuJKy0q9/DVx1FVBeDlRVySrxigo5ONfejoKCooRYy2SNJQH3uDKhPboT+/50q8CdgleXy/d1gmXy0jtuWxeGelxJROliXDkQMRlONACUlSm49togrr02seLZMIA33nA/T9Nk3Oqkvl4mw90JFKgdtl2W6vB0AtOcnHji3JI89/lTn9rQADz+uKz6Li6Wp5eWAsceKzB3rvsPugxU98PkyXXYuLEduh5PmmuagmCwE6HQShiWqnYzKf7Xv74Ev9+HSMT5uymKglGjSjF79nG4554F+OKLBoief5PjjpuGO+/8IQ45pDL1lyOifSYa5ZrhBPzpT3/CuHHjEgYkKysrk44LBoOoqKjYh3dGtGeEOBuKsgvPPFMWW8cRSF2s3d4ebyfe3i7bXaYcuHQqqXHitN9pYNKh/DzVoKS9paX9tfmdZCtLs2WlvQrc3srSfD70KniYCCci6j3GlZS1fD6ZBF++XLZKLy+PlXkHyn0oKZFdEM1Qz+w2ZD53Wzs8KZ70Ktu2Pvbl/uHcIt0pwZ3O1t4OCGHGj9Y26am2oZeIYlxJRIMd26QTDWDTpgETJzp2IgcAHHywDD7d1NW5F3j7NAOFWpf3DXhdvLDQ9eI5QSA31zuD9MIL5ro8ct3znTuBjRuBRx5JndXKz9fwrW/5UFbWBlWVAWhBgYYf/nA0Ojv/DcPodjzP51MxceJI+HxuP30CmzfX4rrrHsG2bQ2xBNt++43EY49djUMPnZjy3oiIaN976aWXMGPGDJx77rkYMWIEDjvsMNx///1Jxy1duhQjRozA5MmTcemll6K+vt7zut3d3WhtbU3YiPa9RZg/37tVulPhTKrqcMcKHqdByt6uGWH7IHPA0n65dKt2nPY7V4WzlaUVByyJektAJjcyudFgkIm4kjElDQh33ikT4FOmAFu3ynbpzc2xrLDZHt1pvXDAuTo8ZSLclE4i3K3623YTqfLt6VaFJ8aVTh2GvLoQDS2MK4l6izHlQMRkONEApqrANdfIpLeVpgGnnAJMn+59fkcHUDHCQEGeDgUyOa0oAoUFAhX5HVCVFCWPZvRrpSiylLuoyPPUsaOFaxL/00+Bmprk/YYBdHQoOOggxfVcRRHYtOktzJu3BPX1G2AYK6Fpq9HZuQKjRu2EV1AajRoYPrwYw4cXJyXEVVWBpmno6gpDCNky3TDkv8+2bQ34zndu8/y+RNRfDAiRuY1B5uCwZcsW3H333TjggAOwcOFC/PjHP8ZVV12FRx99NHbMaaedhieeeAJvvvkm7rjjDqxYsQInnHACurudJ1ABwC233ILi4uLYNm7cuH3xdYhslmDBguaE9Rud1gm3v05s/eiwpqPTyKH5HEh+7vTaynEhcu/xUPv7Tm3RnR7jLdDTaWk59AYtOWBJRNR3mYgrGVPSgFFRIVsGmWuHNzbGWgqpoc6kdcPN+NKUco1wO68YM5240mMZnnRbo3tNtJTdhszNrAy3rhnutA2tMQLGlUSULdgmnWiAKywEfvELuTZ4VZWM/Q45RO5/6y2ZQHbj8wloIophRUBpoR5bDlxRAHSn0Ve4pUWWblsJEW+P7iEQMNfvTuym7vMBCxa4n6cowKxZPmzcGImtIx7/PoCqtqOzc0UsUQ0Aui4D6Jtv/q/nPfl8KvbffyT++c9f4KabnsGjj76Jrq4wysuLcMwxB+Hf/37f8bxo1MA776zDqlVbMH36fp6fQURE+55hGJgxYwbmzZsHADjssMPw6aef4u6778b3vvc9AMB3vvOd2PHTpk3DjBkzMGHCBLz66qs455xzHK973XXXYe7cubHXra2tHLykfU6IB6Aot+Kee36FSy6JD96ZCXBTNJr42tomvb1dFgLFqniiYe/W6L1JgjuxVYV7DUo6Pffa4q0sw0hsaWlta2lvcTm0Bi2JqC8EuLYjAZmJKxlT0oAxdy5w000yqFq7VibHLUGibJceiB1uTrB0KtZOiCfdSrNNXpMt09GL2LI3rdLja4F3WZ6HbK/t7w8dTIQT9VWm1wznmo59wcpwokFizBjguOOAmTNlUbaiAKNGeeWkBUaNiP/BrSgyOR073mltRzt7ItzU2Oh5mhDA+g0Kqqpk+/MvvpDb5s3A7t3eHykEMGGCit//Poqiovh/NBQFOOqoMMLhB2AYzsGnYfgxdmwFNM35py0aNTBnztcwenQZ7rnncrS1PYO2tmdQX/8YJkwYAb/fpad8jxUrNnnfPBH1A30fbDTQjRo1ClOnTk3Yd9BBB2Hbtm2e50yYMAGbNrn/tgeDQRQVFSVsRP1BiF/h7bdrE6rC06kMt7eBTKoMNx+9Bi7dBizdYknL/lRjo32p5vFuXak77BtaLdI5aElEtGcyEVcypqQBJRSS1eGhUGKrdFu7dGtHIsflduxSJcGdXpvSaZHu8BHpTLp0ei+eDDcrwa2xpXWipRlLGj3Ph87EJsaURJRtmAwnGsQqKwG/Pzkhrihy3e5xYzySOJoG5Oa6vx/2aCep654zOaNR4Avb34lmhXdDA1BW5n5pRRFYtmw3brhhM9rbq6BpWwFsR3n5F/jGNzYCaPM4V8Ghhx6OYNCfkBA3/33mzPkaZs06JLZf0zQUFORCURTk5gYSqtCd5OUFvQ8gIqJ+MXPmTGzYsCFh38aNGzFhwgTXc3bt2oXt27dj1KhRmb49or1kCebPl6vYuK0Vbl/b0V4hE3svVfUO4BnrxXglxG0Dl04f55R3d6sYjx9vtrE0H90GLc1t6OCgJdGeMCt4MrUNnQTKYMe4krLevHmyGnzSJLl2uKVVOkIhqNGw4+TLBG6ZZuv79ufpVoS7tEg3etIYfZ1cad/ksmhOLdGtEy4jtudEROnIdNEO48q+YDKcaBALBuW64aWl8X2KAowYARx+mI6AP40LKEpir3VVldGuV/91AGhrizXkECKe7DYE8N/3FESjziXriiKr250q2uWtCCxbVgdA5tx1vRtAJ3bvDuGWW5o9b0kuZ16AU045DPn5wdhnVFaOwN///mM8+OBPobiU0n/rW19BNOo+eSAQ8OG00w73/Hwi6g+sDCfg6quvxvLlyzFv3jxUVVXhySefxH333YcrrrgCANDe3o5rrrkG7733HrZu3YqlS5fizDPPRHl5Ob75zW/2890TpUeIC7F48ftYuxaO6zk6rSdutko3H2OVPOmMEHpxW7+xF2s5urWr9HpPtki3tqk0W6WH4dzacuisFc5EOBHR3sG4koaEUEi2SPf5gPXr4xXi7e1AczPyfGEUFCC2Oc5/9Gr7Y3+eDqcPsSTG060AT7dNemL7c/tmvmcuuWM+HxoYVxJRNmIynGgQC4eBzk5g9GjgoIOAyZOBKVOA4cMBTUtjTfDGRqCpCWhtleuDt7TIPuah1AGebihoa1fQ0akgHAEiUaA7rKBxl4LWVvfPFkK2fD/0UPna2r7d5xN4443P0d6eHCzrOrB7dxmKivJcrx2NGnjyyRfx8ssr0NraFVsjXdcFzjrrf6Cq7j95M2YcgLPPPhKq6nzv1177LQwbVuh6PhER9Z8jjjgCL7zwAp566ilMmzYNf/jDH/CXv/wFF1xwAQDZCWTNmjX4xje+gcmTJ+Piiy/G5MmT8d5776GwkL/tNJi8gfnzndtV2ivDc3JcBv7SKc/uLWv1jmVNR/tle9MSPf0W6WZFj7UturVCPPtxwJJobzDXDGcFz1DHuJKGhNtuk8nwsWNlIryxMXEWZSjkOOkSsC25k6oa3O11woUc9tljS4+PSDe2tMbDkYgB+btsdhpy2szK8aETUwKMK4n2jkx3HOKa4X2RxqLBRDQQCSFz1yZNk5uppU3FsCIdrmlpw5BBrvWCpuZm2ULdo294SM0FoEA3AD0c/xQ9RRGlogC1tcDLL8tkfnGxjGsnTQIOPLAFDz3U7nqu36/iyCOPwRtvLIKiKDAM+/01AQglBMdCADU1u/CDH/wNixbd5HlvTz31C1x99QN48MHFiETkFykszMWvfvUtXHfdud5fjIj6Saart1kZPlicccYZOOOMMxzfy83NxcKFC/fxHRHtfUJcD0X5J5YvPw8zZiQPCJpJcPO1ZfnH2OOwHJdk+J4kwe2DlbbqHfPy6bZCtyfw29vNqnDrFrI8hi2vw5bX2Y8DlkREex/jShoS5s4FbrpJjgFWVcUrxXsy36rPh4KCeEFKQqjoNpmyL+3RndYJtz03oLomuNN9TKwKt1aA2yvC7dXhQ6cqnHElEWUzJsOJBqlw2DNXDd1QEDU0+FWXRE5jo/cHaJpjwCoA6L4gdF+O42l5eUBhIdDmsrS3EMDjj8cT+V1d8rGmBvjkE+9bEgIYN24szj9/Al555YvYZ5SX52HatHwsW/aZY3f3aNTA4sWr8PnndZg4scL1+jk5Adx99+X44x8vxAcfbILfr+ErXzmIa4UTERHRALIE8+efh2OOkWOVTklw62v7YCBycuSgZ1+rwE1uA5c9VeFeHTOt+5yS4M7F6+bkJ3OA0qlC3DqYOXQqeIhobzAreDJ5fSKiAWbs2HgyvLFRriVuyRqrOTnIyVHdQ0a3IK+3nOJKl0mWTrGk/bVTQjw5rrTHj2Y1uLXDkLllPybCifamTBfusDK8L5gMJxqkUlVgA0B3RIVf6ZJ9yH2++OLehiH7q6f6AIestsjNQ2dgmPOi35C7J08GVq50Xnb800+BrVuT9xsGUF9fAL9fQSTi/IMejQKPPXY3DGMzdN2AovghhILy8pHIzR0BI8U65xs27PBMhpvKyoq4PjjRoGG2Nsvk9YmIBg4h7oWivIsPP/wKpk2TA3xOLdPNzV4JE46qCLi1rtyT5DiQOHAJ9y7s6bRGt++LD0yaAwvWAUsDHLQkoj0jwJiSiIacH/wA+O1vgZISoK5OVocXFCQEj76cvNjyOwk5a6e4Md3EeIr1wb2OS5UET9UqXQhr/Gh9tCfGrS2JiYh6I9NjlUyG9wWT4USDlEsu2kJA7WwDdIe249Z+6q6nC1m2rWnxEnRFgcjNBwz3tbcBoKhITiatqZGnKwrg98vtuefczwsGffjKV4bjrbfqHW/ZMLYhEqmC+YMv22UCVVU70N7eCZ9PQzTqHqRu3FiDp59+G83NHZg2bQIuueQkVFaO9P53ICIiIhpw7sGf/zwJzz8/ImmM0f66vT15G+bz9T3x7TRI6ZIEd0tsO1XqOK1vbm4y5jMHJq3t0Lssj9YW6eG+fbdBhIlwIiIi2iumTJHB2NatcjCvpCQhvlMB5OTIdulJ4WNfltxJkeyO7e/Z7C3SvZbWSWdLbo3u1jI9hHiMmd0YVxLRUOCd0SKiASuYRufuHN2l+tvsn5kORZGV5aoKKArU1makmn20fj3wwQdAdTWwbRuwfTuwaROwa5d3a3cAOOaYkfjud/MT8vWKAhx0UDuAxxw/Oxo1UF29yzMRnpsbwP/+7/144om38OKL7+PWW5/DpEmX4fHH/+N9Q0Q0wOn7YCMiGliEeBTAErzxRmxZR9fNbKWe1Cq9L1LFjz0faq/YAZyrwK37vap4Elukm48Rl33Z3yKdA5ZEmSCQ2XiSleFENEDNnh1Pgjc2ypmTtqBNhZE0H9JVbydc2lqiJzxH6qpvr2PsEy/l8eayGPYY0qwQN7fsjykBxpVEmWH+zmRqY2V4XzAZTjRIqarsYu6mQG+F6vYHt6IAubnuJ/t8rtXjCgQCRsj1VMMA1qyJvxYi3tJ9506gtNT9Yw1D4JVXNuGpp1YD+ByqWgegDjNntmHKlP9CVb2rfI466kAotpJ5VZWvQyEZwJoJc103oOsGLr74L/j0022e1yUiIiIaeJZg/nyZ17YmxJ2S49bq7FAI6U+KtPJay9HC6PkTszetK722SMTautJsjx6xPDds+5hwIiIiIuqVsWNlQryuTq4hbg0ce7aAz+hTCJnAqyrc4T2zKhzY85gyGjVbpLvFkGZF+NCZHM9EOBENJf2eDN+xYwcuvPBClJWVIS8vD9OnT8dHH30Ue3/OnDlQFCVhO+qoo/rxjokGjtxcoLg4MV7UNKCowECe6PA+WVGAYT1rf1vaoGPYMFl27tGHPRhqce20/uabchKp20ced5xznl1RBAxDx7p1GwEAuq7DMNoBtOO99+rx4YftSYluu7POOhKHHDIBPl/8A6ZP3w+5uQEIl5J0VVXwj3+85nldIhrIMj3bkkkVIhqYhHgAXV0P4y9/kUs7WpPi5nNzs7dJR0GBazI7qZrHqVrHrU26rSo8VdW3wzirQytLa6tKeyt0e0vLrp4te3HQkihTGFMS0RB23nlyvfCxY2W79OZmGTRag7JoNB4C2mNIp1bpTjGl/blXeyNLXGlfcsdr+Z3UcWUXnNuiW2NOc8veynDGlESZlMmYkpXhfdWva4Y3NTVh5syZOP7447FgwQKMGDECmzdvRklJScJxp556Kh5++OHY60AgsI/vlGjgCgblZvT8ba2qAIQCNKc4UdeB3buT97e2pmydKaBg926ZQ7fmzUMh2Rrd9TwBHHggsHYtUFUVz8PLNcUF1q79L8Lh5OpvXRfYunUEvGZkBgI+/PrXj0LTVOi6EXv86len4uOPN7ueF40aWL58g+f3JSIiIhqY3sDbb5+KSy4ZldQW3V4Zbh0kDEdVBKzrhtufm7zKfzx6ZfamgsdrcDOxRbq1naVThXj2V4Zz0JKIiIgyZuxYmQA3k+ElJTJQMwPMUAhqgS/WBahXnGJGr/XCkVgVDuxZXBlvkW5WhNsnK1nbow+NqnAioqGmX5Phf/rTnzBu3LiERHdlZWXSccFgEBUVFfvwzogGH9Uai5pt0Ls8KmPc3guFPJPhAkBLOBcRh0mfnS5LlFtvq7EReP99oKMDKCoCAgFgxgxg2LD1+OijXR5nV2Dq1AOxfv1GGEby7KdwWN6IrhsJj3/968sp7klBQUEf180kogEg03+k8g9gIhq4hHgCinIjfvazG/HAA3LcMhpNDuWi0Xhxj/kYsCaze5MUd0qC9+wzoDoOQnpV6jhVi5ubENaBSXOzV4iHbM+zExPhRJlmrhmeKdk7UYeIssRZZ8WDs61bZTLcbDtkJsVDIahmoGmPI+1SJLtjz1NUhfdmPXCvynAZV9o7DlnjSHunIcaVRNRX5qSbTGFleF/0a5v0l156CTNmzMC5556LESNG4LDDDsP999+fdNzSpUsxYsQITJ48GZdeeinq6+v74W6JBpmiIluG3ELXAYcK7JgO9xbrBlS0RvMd38vNlWuCu3UzFwK4/36gtlYWoFdXA1u2AM8+C7z1Vqr/QCg4//zv4Mtf3j+2DjgAjBkzDCUlzvcDyDbohYW5Hi3WBb7zna+m+GwiIiKigUmIG9HU9D4aG5PXD3daNzzWJtKjsjtBqqS4x5qO5nOnfels7lXh9vUczcHL7GxlyQFLIiIi2id8PrmcTigUn2XplHG2n9Ob63udY4krTXu6Tni8KtwpfjQfzUS5gcwnsfoX40oiGqr6NRm+ZcsW3H333TjggAOwcOFC/PjHP8ZVV12FRx99NHbMaaedhieeeAJvvvkm7rjjDqxYsQInnHACuru7Ha/Z3d2N1tbWhI1oSNK0eJ9Ms4e6EDJjnaqEOxKRi5HbkunC70dNdzl0OC8YrijAwQfLR6fc88aNwLp1yfuFAD79dCSiUe9ZTb/73Z1YuXJLz9eTH3D22UejudkjeW8I+Hxq7P6sNE3FpEmj8b3vHe/5uUQ0kGV6HZ7s/SOYiLLJG5g/P3HNcGuuuqezZWIy3GtZHK9Wlm5rhsMtoZ3+QGXyuo7WCh6nNunm4GV2D1oS0b5gVoZzzXAiGsLOOQcoL5frhzc2ypZCTv3HTX1JhFtf2zfLcX2NKd0nWVrboVvjSTOONMAJlkS0d3DN8IGoX5PhhmHgy1/+MubNm4fDDjsMl112GS699FLcfffdsWO+853v4PTTT8e0adNw5plnYsGCBdi4cSNeffVVx2vecsstKC4ujm3jxo3bV1+HaGBpaABqamTg2toqZ3S2tAB1de4V41ahEOD3yz7mPY8imIuI8A50hw2TCXErvx/IzwcefFAmvp34fMMxZsww+HzJWXSZxK6CEO3QdQOGIaDr8kJ//7vzb4FVWVkRXnjhOowfPzzhmqeddjiWLbsFBQW5Ka9BRERENFAJcT3ee28pli5NTIhbK8XtCXHDF/AcgEx4bk+E2zav9uhOrdCdEuD2fbKVpXU9cKc26dZkefYNWgrxEgctiYiIaN8qKJAJcUCOJdrXuzGDtr4mwp1izzTjynSW4EndIt3aJt1si25vle7RTXOQYkxJRENdvybDR40ahalTpybsO+igg7Bt2zbPcyZMmIBNmzY5vn/dddehpaUltm3fvn2v3jPRoNDdLZPhToSQbdK95OTEy7tVVVaZqyqUSBg+zXtGe20tsGCBbIFeUwPs3Al8/jmwe7f3x2qagtNPPxqHHFIAIP7xigKMGtUMTXvf8TxFUZCfnwNNc/450zQVs2cfh2984yhs2XI/li//M15//UZs3fogXn75N6ioKPX+tyCiAc7YBxsR0WCwJFYd7lQZvket0p1YBiz3RrWOfXzVuzV62OU1EVFfCWQ2nmQFDxENEmedJZPhJSWyOtxpdqMZ/DlVe9u5dBRKdf6etkd3X3rHLba0Tr7MrnEAJsKJ9jXGlQNRH0c+9o6ZM2diw4YNCfs2btyICRMmuJ6za9cubN++HaNGjXJ8PxgMIhgM7tX7JBrwzHJrsw94S4v38YYhK76d1g1XVaCw0PE0RQFKgl1o7HRfo3vFivgtCRHv0N7QILss1dU5nxeJCLz22oeorl4NRQlCiCBUFfjRjybjmWeeg65HHc8TQqCjI4Rg0AchBAwj/h8DTVMxYkQxrrji6z1fTcWRRx7oeu9EREREg5UQf4CivI3q6q+ivDy5gNupVXpejq3y26ntZYqqcNPeSIinN2hpb21pvuagJREREdFekZMjK8Sbm2XHyYKCxGDPntBOp3W6W3W4rSp8b8SR9u5DiTGjNXa0Jr+5VBoRUTbr18rwq6++GsuXL8e8efNQVVWFJ598Evfddx+uuOIKAEB7ezuuueYavPfee9i6dSuWLl2KM888E+Xl5fjmN7/Zn7dONDCEw3KW5vbtcqutlUGqU5LbrqhIJsStzFZImvOa4ABQ6O9GYYHzYOPy5bIi3ImqAscd5xwTq6qAooRRW/sRAECIbgCtMIxW3HPPh4ik6Hqpqgp+97vvorS0IGH/CSd8Ce++extGjCjxvgARDWJcM5yIKO5+/OxnMqSztkk3K8PNwcH2dsu64U4t0lMlwG0DltZWlakGJO2Dk+6tLK1b2Pbc2trSfJ09mAgn6g/2RAhjSiIawk44AZg0KV7V4hTsAc7L7Dhxiy1t+9JNdKdqkW49NrFFutNSO2ardGu79OzBuJKoP3DN8IGoX5PhRxxxBF544QU89dRTmDZtGv7whz/gL3/5Cy644AIAgKZpWLNmDb7xjW9g8uTJuPjiizF58mS89957KHSpXCUaMrq7ZQ/yzs74vkhE9iNXktfdTtLYmJw07+jwTIQD8tLNTXJyaFeXvI1wWFaBr1rlfp5hyLXEhw8XUBQB80db0wBNE4hE/gVddw44w+FS+HzubdDz83Pw618/hubmjli79DFjynD33T9BZeVIz+9DRERElC2EeBRCLMErr3i3SjcHBw2oqRPh9ufWY5BYJGQ+7p2q8LDl0VoN7tTaMnuSTBywJCIiogHhf/5Htko32ws5tUkHvBPhTpMu7e/3PO6tqnBrolzeptOyO/Yld8zWw9nVIp1xJRFRXL+2SQeAM844A2eccYbje7m5uVi4cOE+viOiQUAImfQWLrOAdF2WYhu9DOCEANraZDmR09sAuro1NLXIhLM19u3q8r60ogDhsI5AoAXRqB+KEkQwCBx/vAJdfwMLF7qUlAMIh0chL68RQoSh6/HvpKoKDMNAZ6esBrK+V1fXhFNPvRHr1/8DWooEPxENZplOgmRPgoWIhop7cf/9B+Dss8cnxGrRqBzLbG+Pb6EQkGcOUjq1vPSoFHcasHQaJ7VX56SzJVaBmwOWISRX9Jj7smPQkgOWRP1JILNxX3b8ThHREDNpknysq4u3HrIGeulUhqfqPJSTkzIR7tRZKJ34MhKxtkL32qxV4tmBcSVRfzI7DmUKK8P7ol8rw4mojyIRpOwdXlTUt2t3dLi/J4Dtu3Id38rNBUaMcC9KF0Lg2Wc7sHlzFIbRBV1vRmdnM159tQlVVe0pbioHN9zwfZSVJXaEGDmyBEIAup78HwBdN1BVVYsFCz5OcW0iIiKi7CHEPwEswdNPJ1aH21ulx6pl3NpVmpwGLtGbKu/eVfIIYW1VbF3f0XxtJr+t+4iI9lSm26QzGU5Eg9DUqbI6vKTEnLGYWBkD7FkivJdxZToTMZO7DTlVhVv3WbfsmAzPRDhRf2Ob9IGIyXCiwUhPIzjTNJmhFiJeQR4IAMXF3ucJISvK7cGsouCLXQVo6Qw4nwfZBl1VkxPiiiKwc2cU69aFHIvZq6qGe96Szwf8+tf3obGxNdYGPT8/iG9+82goHi3hfT4N7767zvPaRDTYZTrAzI4/holoqHkDjz1mJLVKtxaBmwOIri3Q3dqk7+U2lvaqnuS2lWbC2z6YaT1m8OOgJREREQ1IY8fKWZXNzckzHQHPNcBjr637TZZuQ+YlrZfuSyLcvma4+/I6Tm3SOXGJiCibMRlONBh5zbo0tbXJTdflFo3K9cW9Kr9NmibbHxUWAnl58nlREZo6/J6nlZUBxx2XeHuaBgwbpuPpp5tdc/iqOgm5uUFomnNiOxrdDkCHYYhYK/SurjDuu+91eM2EEkIgEOj31SCIiIiI9ikhngBwD264Id7R0rpZW6XH1g33SH7Hnru0sbS3qnR7TLUltrK0V+pYN/OYELKhMpyJcKKBwGyTzspwIqIE++0nE+IlJTJ4tLf/ceoyBDjPyDTbFfXM2DTjSqf2507JbXu7dKcY09zn3CI95LDPugTP4Me4kmggyHTHIVaG9wWT4USDkd8vq7y9mO2L0t1vUpT4muGaJj/H5wMUBfl5gNePbXc38NBDwObNwPbtQG0tsGUL0NhoIBp1P0/TAvj2t8/EsGE5Pa+VWGI8N7cJwNakcwxDwDCE67LpAKDrBr7xjSO9vy8RDXJsaUlE5GwJVq78HNXVyWOQyVUz8E6Ep2hj6ba/t5U9yb+/1iodc7DS/rs/uHHAkoiIiAa8igo5Vmgmw4HkdulA+lXhQMIES/Nye9Im3Z5Qd64At2/2CZeDG+NKIiJ3TIYTDVbDhrkv0N3VJVudu9E09/dGjnR9v2KkAOD8mUIA770nnxuGLEbv7pb7v/gigOHD3ZP3kYjAf/6zEg0NmwDsgq63wO/vwC9/ORldXWtdzzMMgWHDChxbpauqirPO+h8cdtj+rucTERERZSshngewCPPnO68bntCa3G3dcFt1T1/bo9uT727tLRPbWFqrwJ3WdsyOZDgRDRQC8Uk4mdhYwUNEg9iIEUB5uUyI25PgXlXhbs8tx+7pZEq395xbo3slyAf3RHgmwokGkkzGlIwr+4rJcKLBKhAARo2Sgai5UHcwKNcE7+72PlcImUxXLT8BgUC87ZGLoiJg3DjnH9uqKuCjj5zPU1WBL30p1zHHriiAooSxY8fynj1dAFoRCu3Gbbct9P4eAMaPH47TTvtyQkJcVRVccMFxeOqpX6Q8n4gGu0wHmIP7D2IiGtqEuAwrVizF1q3xRLi9VXo0ammVbrK1sjR8AYSjalot0J32u7VJt+/vXYv0wd/OkoOWRERENGjYW6VbeU2sdNgMqI6xo1tcmU4cad2EcGuD7tUyffBiTElElBoX0yUazHw+mdQeNiy+zzBkhtmrf7gQQDgs1wM3j1OUxOS422ndwM6d8tSe7ukoLQVefNH9PMNQMGZMAIWFClpb9Z6idbMVugHDeB6G4ZTA9yMQCCIcdk7uK4qCqqparFr1OXw+DbpuQAiB73//RNx33xVQU3wfIiIiouy3CA88MAu33x4fZHRqlR4AHAcvzWpwYM/bVnptctDSrNIx26FbN3OgUrccM3hx0JJooDGXYMgUdrIgokEuL09Wh5vBnbnEIpDUAj1hvy2+7E2noVTV327vJVd9mzGkU7W4uY+IaG/JdFzJyvC+YKaIKNuoqmd1NwC55rhJlmbL521tKS//6WdAJAK0tAC7dgGNjcC6de4d202aZqCysgmGsRPATgQCjTjxxCgOPPDfEOJz1/PC4SLH/aqqABDo6pJr+kSjOkRPYv/BBxfjT396PuV3IaJskMn1wtmCl4gGPyHmYd26DaiqSmyVnrSuokvVjvMA4561s3Sq4Em9lmP2DFoyEU5ERESDkrl2uFNluP1xDxPhvYkv7TGmc9xof7QnywcnxpVEROlhMpwoG40aJdueOwkEEpPhVpGIGTUmEQLYvAUIhZKz3j4fMGaMV2G5wLvv1uOTT7osHxXFwoUNaGwc5nZSjwL89KffgN8ve6yb7dCLi/OhKAp03bmF8Z///AK6uwdvMEtERES09zyAn/3MuVW6OWgYa5XuMljp1L6yt60r3Y6PRKyV314t0q1riA/OOI8DlkQDlUBmJ1dy6R0iygKqClRWyiIc+/ihNdB0WHLHjC3t3Yl6s6ROOsfEW6Rb26Db26RnR4t0xpVEA1Wmi3ZYGd4XTIYTZSNNA0aMSEyIaxowfDiQm+tZxi2amqAbiV3WBYC6ncCate7nHXyw/Ah7QlxVBbq6Iqiq2tXTHr3nmj3Xb2iYDE0rgJucHA133fUSIhG9p/u7wIEHjsFBB42FYbj/8Dc1tWPt2i9c3yeibMHKcCKiVIT4M4RYjFWrEscn7YORe6Nqx2ntR6ckunsrS3tbdKc26UwqEREREfWH1lBAJsOdqsNdltwB9iyu9Ionk7odOVZ/O7VJt062HHyYCCci6h2uGU6UjRoagOZmmZnOyYnvb2tLfG0j58Jr2L1bhaKIWAF5JAJs+VzxXIa8tBQ47zzghReAzs74/pEjI7jvvk2IRJwTSoqiQIiJUJQ1jtcPhRpgznYy39+8uRbbtze630yP3bvb8M9/vgMAOO64gzFyZGnKc4iIiIiy0/24/vqvYuHCnNjYZSgkq8PNwUSfT7UkqFO3Offa15stcTCyC6mrwzloSUR7W6bXduQkHiLKDkVFwO7dwzCsxBI09iS9VWtCHPCcYOkWS/a101Dvuw1Zuw4NLowpiQY6xpUDEZPhRNmmu1smwt0Yhlc/c3QqskpbCAVhyzhjMOj9sUIAf/0r0NUlC8/9fiAcBiKRFoTDUdfzNE3B6acfgdde+wyRiA5VVaEoQDRqQFHaIERL0jnRqIFotLunUtz5ujk5fpx22o3QdXmAz6fiBz84EX/722UIBl3axBPRIJTp6m1WhhNRdhDin1CUVzF//uk4//x4wc7eWBPcqTrHrZrHfp4Q1kFLr6od62sOWhIRERH1l2HDABjlcvyxJ/ltTqy06munod5OxIzHsNaY0d5pKOKwjwklIqKhgm3SibJNa6v3++GwY5t0ASCiBBHS8h1PGznSs7s6NmyQlUW6LgPQri75/NNPgwnt0e2iUYFPPvkY4XAdhGiDrnegqEjgxz8+FEK4V39rmopg0A9Nc/4Z6+6OxBLh8nMMPPDAYvzwh3e53wwRERFRVluEp56KJLVK39N2lalapDu1s4y3srS3sbS2RTef6xjMg5ZMhBMNBgLx35hMbFzbkYiyy+7meDfKPWmFns4ESq/jEuNKe/tz62RKpwmXg2/yO+NKosEgkzHl4Pt7eKBgMpwo2+hpBHIFBXLtcJOqwigoQnNghGvGOxgEpk1zfrulBVi40PmjSksLkZvrcyxGl5XdEWzdugxycKALQBuam+tx//0uF4ydq+C002Zg+PCinq+gQFEQS447VYwbhsATTyzFxo07PK9NRIMJ1wwnIkqXEH8FcD/uuUeOXebkyMmM7e3Oyep021X2tUV6vJWltT16l+152OGYwYMDlkRERJSNhg0DdofyYq+dOgSlu/VlmZ3kuNLaaSjdNumhffuPtocYVxIR9R2T4UTZxp9GC3CfDyguluXeI0YAw4fDyM33Lv0GEAgAO3fKLkhdXTLYLC0FHnhAvnYihILKykoEg4p12aCe5wKq+jIMIzH4NAwBIbx/nqJRHYsXr0JdXXPsnMLCPFx44XFQPdrAq6qKl1/+wPPaRERERNlrEV54oQ2Ae5v0vrREd3vPaYAz3srS2vbcTIyb1eFubdIHT4t0DlgSDSYCmZ1cySoeIso+dXVAGAEAva/y9qr4dmuL7vZeYlzp1SZdR+LSPIMH40qiwcT692wmNnYc6gsmw4myTXGx9/t+v8xqAzL5raqAosCnCqiK+w+pEMDq1UBnp0yG79wpg96VKz2XIAcADBuWhxkzwohGOwBE4fcb+OpXczBy5L9gGBsdz5Gt1X1Q1eQEvabJfR0diRn49vYuPP74W545fUWRLdSJKFuwpSURUW8I8W8ASzB/fupW6U5VO+kkvVO1TXde19Ga7LYPVFoHMImIiIhoIJg6FWhsNOO69JfVcYsb3WLOVHFmvNtQqjbpESTGnIMDE+FERHuOyXCibOPzyYpvJ6oKDB/uWAGuKEBBrvsAY1sb8Pnnzu+NHQtomttHCtTU7MC77zYCaAXQAF3fif/853O0thZ6fxcEcMIJh/ZcR4HPJz8kGAxA09SkVuiyolxA191n3eu6gZkzp6b4XCIiIqJs9hCefXYd1q6Nt0pPlfzuTStLs+26035zEyKExDaWZgt0+/MQBmMrSw5aEg02ma7gYWU4EWWnrVvjCXGvSZV7syW6fYvHir1tkz7wMaYkGowyvZwj48q+YDKcKBsVFABlZbICXFXlVlAAjBkTrwp3kBMwkJtrJCWZQyFg8WK4Lkc+daosOLdXiKuqQDSqo7Z2S8K5Rs/vdWfnNKhqvuM1FQUoKMjBkiWre84R0HUdp58+A6FQ2DXhbRgCmqbC50v+efP5VHzpS5U49tiDnb8IEQ1CmQ4wWYVIRNlHDqotilWHe7U6d6vASVXJk6o6PLFSx9q+0uzModuOGTy/yRy0JBqMMt0mfXD8fhER9dZXvpJcHZ6qMjxVB6HeJNLl59qrwq1dhuxxpnUfEVEmsE36QORLfQgRDSq6DrS0yGxyUVHie4bhXsLdY+vnQFdIVgmpKhAOy6A25FGIU1gI/OAHwFNPAU1N8f0VFVEsWvQBQqFOx/NUVYFhTASwNuk9IYCOjjYIS2ZeCODVVz/0vH8AyM0NYNSoYdi0qSZWTR6N6pg4sQIvv/wbKCnWRiciIiLKdkL8LxTldSxffiqOOioe69kHIoHU6387VYVbq8PtleLxqnBr1bd9M9+3D2QObEyEExER0VBTVSUfCwqSW6ankww3n7t1K/LqPiTjSrODkFPHIetr6/6Bj3ElEdHew2Q4UbbpdE48AwAiEVnC7UAIoLNLQVdIVlRbk99CIKla3MowgPvvBzZulNVFfj/Q3Q0EArXo6mpzPU/TFHzlK4fhnXfWQtNUGIYBTVMRjcqZmkK4r98jE+nJN+XzqTjhhC/hued+hRdffB+LF68CAJx00nR84xtHwu/nzx5Rdsl0pQ2reIgomy3CAw+cimOOSV3F41Ut7lbh43ScXNPRWu1tbWVpb2mpYzC1suSAJdFgZv42ZfL6RETZ6ZxzgDfflGOCQDwh7hZbploD3Kty3JoIj8eVTh2HrFXgOhKrxwf+3/mMK4kGs0yPVbIyvC+YFSLKJkLIhLcbw5CRoy/5f/pCAFurnavGS0pkpXh3t3NSvK0N2LBBXl7X5XEAsHp1ruftRqMCDQ3bAHRC130AVIwYMQwzZ07Cv/71X9e27PKrOP/o67qBa675Jvx+H7797Zn49rdnet4DERER0VAlxJ1QlNVYvvxQzJol9/VmwDLVAKZT+/TkBLiOxAFKa5v0CBIHOImIiIhoIKqrk2OHZnV4XyrDnboPeS3J4x5XhuEcZ1oT5QMXE+FERHsf1wwnyiZe5dvmId3d6OzWEInGT4kaCjZs8aGj0/knQVGAgw4CgsHk/boOPPdcfB1wK5+vHJoWTFpLPH67BjZtWgo5mykCoBs7d+7ESy+95/kdVFXBWWf9DzRNhaqq8Ps1qKoCv9+Hhx76X3z1q1wTnGjo4JrhRER75n5cf32HaytKeztKp9f21uhuLdK7ugwktkY3W6FbW1eam73lJQctiSiTBOIJkkxsrOAhouw2ezawdSvQ3Ny7NudeMaZX7Cmrwp3iSmu3ITOutC/HM3AxpiTKBpmMKRlX9hUrw4myiaLIzSUpLgB0RzU0d2kANMR/OBV0eawJDgD5+TKgbW8H8vLkxwwfDsyfD+zY4XY7CnJzv4RI5CPoukA0Kj9P0xTougFFeQuGkdjWXdcNCCFcK78BWRV+ww3fwd13/wRPPPEWamp2o7JyBC64YBbKy4tczyMiIiKiREL8PyjKS3jjjbNw4onu7SjdKnh6U+WTPNnI3irdqdWl+ThwcdCSiIiIKF4dXl6eHCPu7crwxDgy7PDaGlva26UTEdFQw2Q4UTZRFFm+HXLObCsAOvQc2x4pJ0cmut3U1MiktxAyKW7u273b+5b8/jLMnJmHJUsaAAShaQoOP7wAGzY8j5aWzY7nGIaAosCyfnicz6fiiCMOwBFHHAAA+MUvzvG+ASLKclwznIhozy3B/PlnxdYOdxq8TDVg6bQ/ea1wa+WOfd1G3faeOYA5sNd1ZCKcKFsIcM1wIqI9M3cucN99cowR6H2LdKd1wZ02GVdak+DWuDJse25ddmdgJ8IZVxJlC3MiTqawMrwv2CadKNvk5sbWBDd/Fs3H9mgQ3Ybf8bTCQri2MzcMYNWq5IJzIYCRI2UO3omiCOh6A5YsqUI02gxgJ4Cd+OCDTejo+MLzawgBjBlTDkAmxX0+uZ75lCnj8Pzz13meS0RERETpE+KvqK19HvfcE2896dTq3L7PqdWlvW26+Tze+jyCeLtK83UIiW0uza0LA7lFOgcsiYiIiBJFo0B1de+X1XGKQZ3apMtld6yxZBiJcWXE8twaU5rnDEyMK4mIMovJcKIsI6CgO1CILjUfOnzQoSKq+NHlK0RrNA/WanArTQNGjUpOiGsa8MYbQH298+cdcABQUCCPs1IUASGArq6PYu3RAUDX5fNotACq6nwvigIUFeWhurqh5xwDPp+Kyy//Olat+gtGjRqW+h+CiIaITK/DMzATMEREe98ivPxym2e1t1v7ylTV4UJY21SGEa/4tlbv2NtaDo4W6USULezLNOztjTElEQ0Nl18u26Vb1w5PVRnu1ErdLd6M/6bal9uxT6q0dhyytksfeJgIJ8o2mYwpdbAyvG+YDCfKMqEQ0B1WEFGD6PQVocNXgi6tsKci3KWEu0dtLfDJJ0BVFbBtG7Bli6wIr6lxPycQAC64QGDcuMQ/7svLDbS3v4FIpNbxPEU5wHVdcCGAtrauWOJcfq8I/vGP13DvvQs9vwMRERER9Z4Q9wK4H08/7V6541Qx7lTJYz1GVu+EEK8Mtz6P2PZZE+HmewMzgcRBSyIiIiJnv/1tYnW4W2W4U0chr/2yPbo9rrR2E7JWh9u7DTkvKdnfGFMSEe0bTIYTZRFdByIukxxV1b0NumnbNvkYCgGtrUBnp2yR7tYGHZAV4MuXh7FqVSva21vR2dmO1tY2+Hy7XRPh8n7GYsqUwwDINuiAXA/cJOw92Xtcf/1jCIVYIUREpkzPthy469QSEe19S7F4cX3Kyp3ebIlVO17rOtqrxQfuWuEctCTKRuaa4YM3puzu7sb06dOhKApWrVqV8N62bdtw5plnIj8/H+Xl5bjqqqsQDif+Xb1mzRocd9xxyM3NxZgxY3DTTTe5/l1ORJSKvTrcrZuQU5zpVjWeGEs6xZX2tcIjlvcHZlU4EWWjTHccynx8lo1xJZPhRFnELRFuCgbdE9tbt8og1U7TgGHD3M8zDGD16m4IIWdodndHoes61q/3ATjU424UKEo5NE2BrsuKn1GjhmHWrGmx5LiT5uYOLFv2qcd1iYiIiKgvZJJ3CZYu9R60THe/bI9uHZw0X1tbWjoNWhqW1wMLE+FENFD98pe/xOjRo5P267qO008/HR0dHXjnnXfw9NNP4/nnn8fPf/7z2DGtra046aSTMHr0aKxYsQJ33XUXbr/9dtx555378isQURb5xz+Axsa+T6y0nyPjSmsS3DqR0pr4tifFB2ZMCTCuJKKBKxvjSl+/fjoR7VOaJluQt7bKdb4VRVaTNzcDGze6nzdunKwqb2iI71NVwDAE3nqrC7t3J7evNAwFwDgoyqcQojvpfV0X2LhxeUIr9Nra3WhoaE05S6izM/l6RDRUmbMtM3l9IqKh5CksWDAJkyYdASC5Ysfpub11eigERCLmYKS9Dbr53Nzs71tbXQ4sHLAkymaDO6ZcsGABFi1ahOeffx4LFixIeG/RokX47LPPsH379tig5h133IE5c+bg5ptvRlFREZ544gmEQiHMnz8fwWAQ06ZNw8aNG3HnnXdi7ty5ULzaxRERuaiqAiorAZ/PueOQ/bk1pkyOK8140Ywxra3Rre3SzdfWxHnXPv/uqTCuJMpmme4KlNkK62yNK1kZTpRFUrVBB2QF+LZtwGefAZ9+CmzYIINTr/yzzwf4/cAXXwAtLTIYBYCami6sX+/VslyFppXC54v/wGmafK4on0HX2xKOjkYNdHdHXNcSl+cBhx22X6qvSURERER9YFaH//vffa/ckes5OrWwtFfvuLWyNPcREWUPIQRaW1sTtu7uPZ/ovXPnTlx66aV47LHHkJeXl/T+e++9h2nTpiVU95xyyino7u7GRx99FDvmuOOOQzAYTDimpqYGW7du3eN7JKKh6V//ku3S+7rcTmJcaY0nndYFT9V1aOBgIpyI9lQ0GmVc2UtMhhNlEb/f/T0hgI6OeCLbuj8Y9E6GGwbw1ltAUxPw+ecyeb5qFfDBByJlAv6EEwrh93fDnLF0wAEFKChYDSE2uNynPE5Vk2cIaZqKs846EhMmjPD+UCIaQrhmOBHR3vcutm9f3asEuHsiPGJ7bm+b7tTO0gAHLYlo3xKI//ZkYhNoaGhAcXFxwnbLLbfs2V0LgTlz5uDHP/4xZsyY4XhMXV0dRo4cmbCvtLQUgUAAdXV1rseYr81jiIj6orfJcGuMmd4ES/Pvdms8aU+UExHtS5mPK5ctW8a4spfYJp0oiygKkJcHdHYmv6frwKZNzuf5/UBuLtDl0DVICFlF3tGRuN8wgOJiP2pr3VtYKko33nhjGQxDJpNUVcH69QKK8nnK7xEM+hEKhSGEPM8wBKZNm4AHH/yp57lEREREtGeEeAmKcjleeeUfOOaY1G0tzTaW8QFLaxtLazt089Ha6jJseW1toT5wMBFORHvD8OHDscn2R7m1YsbqxhtvxO9//3vP661YsQLvvvsuWltbcd1113ke69SOUgiRsN9+jDlRnS3SiWhPvPkmcMIJQHl5em3SzUcZV1rjSWus6PTc+to+MXNgYExJRHvLscceixdffDFhH+NKb0yGE2WZri5gyxaZFC8okMns7m6gtlYGl26GDQPC4cR1wTUNWLsWWL7c+ZziYj/y81WEQgZ0x+LJ92OJcACx9udCBKEoIddq9KKifHR1dcfeLyrKw5VXno7f/vZ8+P382SIiq0xXDw6sykQion1FiH9AUd5HKHSkYzI8deWO9bVbS0t71Y6OgVYVzkFLoqFCINNrhiuKgqKiorSOvvLKK3H++ed7HlNZWYk//vGPWL58edLg54wZM3DBBRfgkUceQUVFBd5///2E95uamhCJRGJVOhUVFUmVOvX19QCQVNlDRNRbjY1ATo6MHb2S4eajc6cht8pwp1bp1tdERPta5tcM9/l8jCt7iVkloizS2QmsXi2rtltbE9+LpBH/vfGGfMzPj7dVX73a/XhVVXDQQQUQogVySQil53yBjo63IYTzyapaAcPY6nrd1tbO2Gwh8/W8ec/i2GMPxkknHZb6ixDREJLpAJNt0oloKHsDq1YdiUmTvJPhXV1uA5bpDFwO3LXCmQgnGkoMZDoZ3hvl5eUoLy9Pedzf/vY3/PGPf4y9rqmpwSmnnIJnnnkGRx55JADg6KOPxs0334za2lqMGjUKALBo0SIEg0EcfvjhsWN+/etfIxwOIxAIxI4ZPXo0Kisre3XvRER2n3wCfPnLsmgnVTLcPRHuFD96rR/OuJKI+kum40qP9W4dMK6UuGY4URb54guZCHfitba3EMCOHTJhHokAzc1AS4sMRP1+2bbciaIIqGoEH31UBU3bClWtBbADpaVbAax3/TzDKEdFxTgAch1w66O8H2E7Xr6eO/fBpPeIiIiIKDOEuB4NDf9Ee7tsV9ncjNhzc+vqsrau7ALQgeS26Om0tDTbqw+MCh4OWBLRYDB+/HhMmzYttk2ePBkAsP/++2Ps2LEAgJNPPhlTp07FRRddhJUrV2LJkiW45pprcOmll8YqimbPno1gMIg5c+Zg7dq1eOGFFzBv3jzMnTuXbdKJaK/YulVWiNtjSWucGYnY40qnR+uyOtbn5rI7Yct7A6PbEONKIhoMsj2uZDKcKEsIIYNKN6oK+Fx6QYRCsh26k+HD4drO3DCA6mrZ8kLXozCMdgCdqK2NAviy6734fCqKi8cjEPBB1w0oCjB69DAceuhEqKrzD6JhCKxduw0bNuxwvS4RDUX6PtiIiIayJVi/PrEiPN4a3V6p47RGY7otLQdW9Q4RDTVmm/Tsiyk1TcOrr76KnJwczJw5E+eddx7OPvts3H777bFjiouLsXjxYlRXV2PGjBm4/PLLMXfuXMydO7ff7puIssvu3fFkuFNcKYRbJXg6leFOrdI5wZKI+kumY8r+KxYczHEl26QTZRGvomlFkcnwXbvkWuB5eTKZ7fcD//mPXC/cSUmJfPziC5lQNwx5vq4DjY27UVNTn3SOXD+8GIpSCiGakt6PRgU2bfoEhhGN3Xdt7W7U17fEqsDdtLR0eL5PRERERHuPEPdCUR5Fe/v3LIOV9vaV9kR4l+0xncpwVu8QEe2pyspKx25q48ePxyuvvOJ57iGHHIJly5Zl6taIiNDYKLtQAvYkuI704kq3ynB7XNm1z76TF8aURDSYZVtcyWQ4UZZQFJng7ux0P6a5WVaAW3/DdN09EW5ed9gwYOlSoLAQyMkBAgFg/PhdWLFii+t5qgqo6jAI0QxdF7Fryc9ugGG0JRwfjRo9VeKKayt0n0/DAQeMdr9ZIhqCuGY4EVHmvYGmplMBlCP+u+tU6e30aK8Wd9rM9/ofBy2JhqqBtWY4EVE2MgxAUSLw+/2IRq3V4OZEy1RxZarn5mv+5hJRfxpYa4aTxDbpRFlkzBjv97dtS64eV1VZ6e1GCOCdd4CdO4GqKplMX7kS+Pe/w67rk5tmzhyO/Px4646RI/NQWFgPYKvrZ7klwjVNxezZx2LYsELvDyUiIiKivUqIRwEsQXK1Tm9aWToNZlqP6f9BSybCiYiIiDKtFZGIASHs1d9mjGlWgjstweM1wXJgLbvDuJKIaGBhZThRFqmokGvv1NbGq7DNxy1bgPrkjuZQFKCgAGhpcX6vtRVYvz5xv0xal0CIatd7MQxg2bLXIYS8sKpqqKvToSgNnt9B6VkyXFVV6LoBVVVgGAJf+lIl/vrXSz3PJaKhiFU8RET7xlMAjgBQhHhluI7kxLh9ANPavtKtvWX/r+nIAUuioc5cMzxTGFMSEQGAEGVQlFoAuZDxorXjkD3pbV9yJwKg3fKe07I7jCuJqL9luosl48q+YGU4URZRFOCAA4Dp04GRI2V784oKmeze4t7RHMEgcOCBck1xK10HXnkFiDjEkYqSC6A0lrxOJABsiiXCAcAw5H8AhPD+2SkszENubhC6Ln/Uhw0rxB//eCHeffc2lJQUeJ5LRERERJkhB/XeRmLrc69EuP24Ltu+gVW9Q0RERET7ijUedIoN3WLHLtuj/RwmwomIyBkrw4myUFGR3Ezbt3sfbxjA22/LCvDCQrkmeFubrApva/M6cz8cccQmrFjRGmu/rmmAEBtgGG87nqGqeUnrhVu1tXUltEpvamrHLbc8h7PO+h8cckil9xchoiHIQGZnRHK2JRFR3BsAjoKcU21Whrslwq3tLp0GOAfOmo4ctCQiOaE7k79HXNuRiMgkxEQoygYAAXgvs2OdeJlqOR5OsCSigSLTcSX1BSvDiYaAsWOB8nK4VHHLtueffy6T4i0tQEMDEArJZLgXRVHxwQfroKqboWm1AGpQWPgFDOMjuP3gG0YO8vPlut+qqiQ8yntJHCTQdQOhUBi//OX8dL4qEREREWWIEE8AeAZAB2Syu8OyWdtUWl9bW6R3ODzvX0yEExEREe17QhyIeBzptKSO9bXXce1gVTgREaXCZDjREKAowLe/Dfj9gGr5X735fPVqoKsr+bziYq9rCgA7ALRD16PQ9VYAbWhtDQE4FIDmeJ6qqigvr0BBQQ4MQ0BRgBEjirHffhUJSXErXTewcOHHaGxMkZ0noiFI3wcbERHFfQygCckV39aBybDDFnHY1784YElEcQYyG0+yOoiIKFkrEtcEtz/auw/Zq8atrdT7F+NKIorL9DglOw71BZPhRENESQmQnw9UVwPd3XIdcF0HNm0Cqqqcz/H7gVGjAFUV0DT5I6soAooiIEQ7hFiedI5hAIAPijLK8ZqGIbBtWzXa22WgKgTQ0NCK6upGGIb7D7kQwO7dbejujsAwOJBARERE1B/kQN/jSKzSsVfq2CvGnSp5+jee44AlERERUf8S4itIrga3xovtcK4Qt8eW/YtxJRHRwMc1w4mGgFAIuPxyuSa4NY+sac4V4VZFRYCqfo7t2wsA5EPTDHz5y2344INlAKKO5yiKAk0rhRA10HXDsh8QIgwhEj9U1w3ougFFUZLapJt8Pg0nnvgbbN/eiGDQj+9+91j85jffwX77VaTzT0BEWSvT1dusDCcishPiYSjK85CdgJzWAQ977I9gILSxJCJKJJDZuI8TuomInDVD1ut5rQdurQK3dxriBEsiGmjMjkOZvD71FivDiYaAl18G1q1LTIQDsjJc9fwVEAiFOlFd3QygGsAGRKOb8MEHm+GWCAfkGuAHHzwSw4aFAewC0Iz8fIGiIgEZ5Lp8mksiXFGAaFTH9u2NAIDu7ggef/w/mDHjamzYUO31BYiIiIgoI1YhPjjplAi372cbSyIiIiJKJMTZcE+EW5fgsR/T/xMsGVMSEQ0eTIYTDQEvv+z+nqbJZLOWtMS3gBBAfX0NknPUufD6+dB1gdWr38GuXc0AdGhaFB0dDWhv35XW/WqavLbSs4S4U448GjXQ2tqFq69+MK1rElG24prhRET9QYg/AGhEYtvKdiS2R++y7DeP6V8ctCQiZ5leM5wxJRGRu0Ykx5LWFukdSIwrzViTiGgg4prhAxGT4URDwO7dzgllQCacc3OBMWMSf0iLigxUV29BR0erw1kqVLXc8Xqy0rwVQHVsbW+zVbq1ZbqTvLwgSkrye1qmA2VlRTjwwDFQVcXxeF038PrrH2HnzibP6xIRDWTd3d2YPn06FEXBqlWrEt7btm0bzjzzTOTn56O8vBxXXXUVwuFwwjFr1qzBcccdh9zcXIwZMwY33XSTa6cNIqK9aznig5T2Sh17JU//D1gyEU5E7gRkQjxTG2MzIiI3QlwG58pwa6cha1zZ/0vuMK4kIneZjCkZV/YV1wwnGgLGjwcaG5PbpJsUxcCiRXXw+zUEAj4YhgEh2tDV1eJ6TVUtx8EHB/DZZ9XQLZPcfb5mhMPL4LR2hVwz3P0+u7q60dnZDUAe19zcjubmDhiG+0lCAHV1zRg5stT9wkSUxQb/muG//OUvMXr0aKxevTrxk3Udp59+OoYPH4533nkHu3btwsUXXwwhBO666y4AQGtrK0466SQcf/zxWLFiBTZu3Ig5c+YgPz8fP//5zzN+70Q0tAnxKBTlz3BOhFvXeGQinIiIiIi8dED+/e3UMt2aEGdcSUREvcdkONEQ8K1vAR9+6PauQENDJ4QAwmEd4bBM/ChKUt/0BNGowNq1mwBsgaYVQdcBvz+EcHil6zlCyPXEZUJcxBLjZpLcniiPRmWFuFcSXdNUjBlT5nmvREQD1YIFC7Bo0SI8//zzWLBgQcJ7ixYtwmeffYbt27dj9OjRAIA77rgDc+bMwc0334yioiI88cQTCIVCmD9/PoLBIKZNm4aNGzfizjvvxNy5c6Eozp01iIj2nhUAJiF54NKsDGflDhENBgKZnQTp3SWNiGioE+IXUJTfIDEhbibBzeeMK4loMDCX38kUVob3BdukEw0BJ5wAnHmmfK4m/K9eoKMjgu3bk1uhC+EH4LMdb6VDiM8hRBS6vhvAbkQiHQC8Ey9FRXkYMaI49rqkJB9jxpS5tkJ3SpKbfD4V3/zmUSgvL/L8TCLKZpluPSQHLltbWxO27u7uPb7znTt34tJLL8Vjjz2GvLy8pPffe+89TJs2LZYIB4BTTjkF3d3d+Oijj2LHHHfccQgGgwnH1NTUYOvWrXt8j0REqQjxT8RbpZuPZmV4/w9YEhEREdFgYVZ+W5fbYSKciIj2HJPhREOAogA33ADMmwdMnw6UlQEHHAAcfXQY69c3urYh9/mKkZOjwVpYqGmyrTrwXyQHogoUpdizErG5uQP19c2xBHdbWxfq6po9W6GbrAlzTVMxcmQp/u//Lkl5HhHRnho3bhyKi4tj2y233LJH1xNCYM6cOfjxj3+MGTNmOB5TV1eHkSNHJuwrLS1FIBBAXV2d6zHma/MYIqLMq0XyGo/hfr0jEwctiSg9ZgVPpjZWhhMRpSKEffkdMzne/4lwIqL0ZTKm1MHK8L5hm3SiIUJRgBNPlJvpySd1/O1vXutx+1BermPbtm0ASgGomDgRqKpaArmWj9M5w6Ao7fD5DESj8T/4VVWJJbytld66bsTuz70CXENFRQlqanZDURQUFubikktOwrXXfgsjRpSk8e2JKHtluvWQ/I3avn07ioriXSisldhWN954I37/+997XnHFihV499130draiuuuu87zWKfJRUKIhP32Y0TPjylbpBPRviLEU1CUCxAfuBwYSR8mwomIiIgGm1bEW6X3//rgJsaVRESDG5PhREPY17+eg2AQcOv2q+tAdfVGAC0AdgIAPv9cwC0RLvlRVHQAiooasH17IwBZxV1Sko/du9tcE95u+xUFiEZ17NixO5bgaW8PYeHClfjNb76T8jsSEe0NRUVFCclwN1deeSXOP/98z2MqKyvxxz/+EcuXL09Kqs+YMQMXXHABHnnkEVRUVOD9999PeL+pqQmRSCRW/V1RUZFUAV5fXw8ASRXjRESZZcaHTIQT0WDENcOJiAYCIR6FonwLA6kanHElEfUO1wwfiNgmnWgIKylRccMNhS7vCihKDQyjJWGvrisAcuBWcKgoQEvLbtTW7gYgK8J13UBra5drwtvK2gpdUZTYOcJysmEYWL++Gjfd9EzqCxJRlst066HeBa/l5eWYMmWK55aTk4O//e1vWL16NVatWoVVq1bhtddeAwA888wzuPnmmwEARx99NNauXYva2trY9RctWoRgMIjDDz88dsyyZcsQDocTjhk9ejQqKyt7de9ERHtCiH9joCR7OGBJRERENHgJ8Xx/30IM40oiouzAZDjREHf99YX46U81BALxwctAAFDVrRBipctZwxwT27LVuQFgd6xFutkaPRKJet6Hz6eioqKkp/0vUFKSj4qKEteku64beOCBRYhGMznLiogoM8aPH49p06bFtsmTJwMA9t9/f4wdOxYAcPLJJ2Pq1Km46KKLsHLlSixZsgTXXHMNLr300liV+uzZsxEMBjFnzhysXbsWL7zwAubNm4e5c+eyTToRERFR2jK9Zjj/biUiGmyYCCeivuGa4QMR26QTDWFCCPzv/36Mu+7aCE1TARRAVVWEw60Amj3OzENu7mgA9ejqiie5AwEFkcgOGEbvWhnJVugGdu5sjiXZ29q6UlaTy2M6MWyYW3U7EWW/TA8u9t/ApaZpePXVV3H55Zdj5syZyM3NxezZs3H77bfHjikuLsbixYtxxRVXYMaMGSgtLcXcuXMxd+7cfrtvIhq6hHgJinJWv98DEREREREREZGJyXCiIezxx7firrs2ApCV1kArDAOQs4sUuM0yUlUgHI5A1z+DphXCMDQIEYbPp6O7O+T5maqqxKrF7a+tiW95P95ycwMoLMxNeRwR0UBXWVmZsByEafz48XjllVc8zz3kkEOwbNmyTN0aEVGv9GdCnIlwIuo7gcwu9cAKHiKi3ujvSZaMK4mo7xhXDkRsk040hP3f/22A6vgroEBRAq7nGQZgGJsBCOh6K4RoAtCBjg7vRDgAjBs3PLYueE6OH8OHF7u2QveiaSq+970T4PdzTg/R0Daw1gwnIqL+wQFLIiIiouzSX/Ed40oiouzDLBLRELZmTXNPJXgyIQKQSaAoVFUmwH0+BdGoALAVQtT26rMURYEQAtXVjbFK8HA4isbGVs9W6EByNbmmqRgzpgw33vjdXt0DEREREWWeOYDY3y3TiYjSJ5DZSZCZrA4iIspe+zquZCKciPZcpotrWBneF6wMJxrC8vI0j3cV+Hw5CAY3wjB2AWhHfn47Kio2AvjU87py/fE4VVVi7X+t7c8NQ6Rshx4I+HD99edhxIhiAEBBQQ4uv/zr+OCD21FRUep5LhENBawMJyIaqIR4KWHL5OcQERERUfZiTElERHuCleFEQ9j550/AQw9t6an2TqQoAtHodkSjdQDqAACtrQpaWtpTXreyciS2bKmNVXyXlhagubkdut67WUs+n4oLL5yFm266AL///Wx0d0cQDPqh9KWvOhERERH1q0xU9nDQkoj2DlaGExENFtb4j52IiGjgMcDK8IGHyXCiIexXv5qKf/5zG9raogmJatkWPQpgc8LxsrrbByDsed3PP6+DEICiAEIA7e2hlIlws426SdNUjB5dhptvvij2fk6O+zrmRDRUGcjs4CIHLomI9jZ7Arsvg5hMghMRERHR3kiMM64kIsp+bJNONIRNnFiAd945CUcfXZawv6wsAlV9D0Cnw1l+ALL1uRtzfW8zt93dHUl5L+PGlceumZMTwE9+chpWrLiDrdCJiIiIslxvWl5muj0mEQ1VZgVPpjZOsCQiyrTetlJnXElEmZHp5RxZGd4XrAwnGuIOPrgYb799EjZvbkN1dRfGjs3FVVfdg9dea3U5QwWQi+JiDU1N7bHqb01TYRgiobo7Heb51dW7Ykn07u4Ili37FMGgf8++HBENAZluPcSBSyKifcWrsocDlUSUWWyTTkSUTbyW52FcSUSZxTbpAxGT4UQEANh//0Lsv38hAGDatLFYuPAT6LrTH+wGgG40NRnQNBVCyAR4aWk+GhvbPD/D3gpdVZVYAtww4p8lhMCnn27Db3/7JP7610v3+LsRERER0eDCQUoiIiIi2lOMKYmICGCbdCJy8KMfneBS4S0AdEFR5Hu6bsSS2bt2eSfCAWC//UZC0+TPjqoqKCsrdG23rusGHnxwUVot1oloKMt066FMzuQkIiIiooEh023SGVMSERERDQ1skz4QMRlOREn2338kHnzwUiiKEkteKwpgrnXmlChPpzv61q31sWpzIQR2726PJdOddHR0o7HRrV07ERERERERERERERERkTu2SSciR/n5GsaNy8W2bc0ANKiqisrKUnzxRRjRqPusdnsrdHNNcAAJbdeFgEsb9jifT0VJSf6efA0iynqZrrRhFQ8RERFR9hPI7LrerOAhIiIiGhoYVw5ErAwnoiSPPLIE5513G7Zv3wmgG0AndL0dmzfXpExgH3PMQQgG/bHXRUX5rq3QvWiaim996yvIz8/p9blERERERERERERERERErAwnogTd3RFcffWDAJxbnzuvJS4pCjB//s8wbFgB1q+vRn5+Dq699hEsWPCR52eqqpLQLt3nU1FUlI95877Xty9BREOIgczOtszktYmIiIhoYBDIbEcgxpREREREQ0Omu1iyMrwvWBlORAnefPMTNDW1ex6jKMmV3qqq4rzzjsF++1WgpKQARx01BYccUonhw4vg83n/1IwfPzxWPa5pCr797Zn48MM7sN9+FX3/IkRERERERERERERERDSkMRlORAmam70T4ZqmYuTIYgAyAW4msc855yg89ND/Jh1/4YWzEI16z4Kvrm6EYQioqgJdF/j8850YPry4j9+AiIYWfR9sRERERJTdDGQ2nmRlOBEREdHQwLhyIGKbdCJKcPDB4z3fF0LgF784B8ceezDeemstNE3FqacejilTxjoef+KJ03H22UfixRc/SGixrihK7LWZLDdbpX/4YRWuv/5x/PWvl+6Nr0RERERERERERERERERDEJPhRJTgS1+aiKOPPhArVmxKquhWFCAQ8OHii09AWVkRZsw4IOX1FEXBn//8fTQ0tGL58g3QdXnN0tJ8tLR0xl5b6bqBBx5YhFtv/R5yc4N754sRUZbKdPU2K8OJiIiIsh/XDCciIiKivYFrhg9EbJNOREmeeOLnGDmyNGFtcE1T4fP58M9/XouysqK0r/XGG6twyCE/TUiEK4rimgg3dXZ2Y8eOXX3/EkRERERERERERERERDSkMRlOREkmTqzA2rV34Y47foBjjjkIhx++P6666kx89tn/w5ln/k/a12lr68Q559yC7u5oQuJbCOGZCDeVlBT06f6JaCjhmuEk7dixAxdeeCHKysqQl5eH6dOn46OPPoq9L4TAjTfeiNGjRyM3NxezZs3Cp59+2o93TERERAOHgKzezuRGgwXjSiIiIuq7TMeV1Bdsk05EjkpKCnD11d/A1Vd/o8/XePLJZWhv74LoZecOTVNx/PGHoLw8/Qp0IiIaupqamjBz5kwcf/zxWLBgAUaMGIHNmzejpKQkdsxtt92GO++8E/Pnz8fkyZPxxz/+ESeddBI2bNiAwsLC/rt5IiIi6lc+nw9AOMOfEsbatdsy/Bm0NzCuJCIior5qbe3CvogrZfxKvcF/MSLKmLVrv4DPpyESca+sVFUFhhHPlmuaikDAh9tum7MP7pCIBj8DXN+R/vSnP2HcuHF4+OGHY/sqKytjz4UQ+Mtf/oLrr78e55xzDgDgkUcewciRI/Hkk0/isssu29e3TERERAPEnDlzcO+9DwCYDCCYgU8QADbjb3+7OQPXpr2NcSURERH13TgAVQDKMnT9VgANmD17doaun73YJp2IMqa4OB8iRVn41752KHJyArHXs2Ydgv/+90847LD9M317RESUJV566SXMmDED5557LkaMGIHDDjsM999/f+z9zz//HHV1dTj55JNj+4LBII477ji8++67/XHLRERENEAcddRRAMoBbMrQJ+wAEMWPfvSjDF2f9ibGlURERNRXDQ3vA9gNYFeGPmE9gAmYMGFChq6fvZgMJ6KM+e53j0U06l5VWVCQgxde+DUaGh7DunX/QF3dI3jjjT8wEU5EvZDptR1ZGT4YbNmyBXfffTcOOOAALFy4ED/+8Y9x1VVX4dFHHwUA1NXVAQBGjhyZcN7IkSNj7znp7u5Ga2trwkZERETZ55NPFgP4AkDnXr6yAWADHn74HwgGM1F1Tnt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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(20, 6))\n", "scatter = ax[0].scatter(\n", " ds.longitude, ds.latitude, c=GMB_trend_slice, cmap='seismic', vmin=-500, vmax=500, s=30\n", ")\n", "ax[0].set_title('Scatter Plot of Values on 2D Grid')\n", "ax[0].set_ylabel('lat')\n", "ax[0].set_xlabel('lon')\n", "fig.colorbar(scatter, ax=ax[0], orientation='vertical')\n", "ds_linear.GMB_trend_slice.plot(ax=ax[1], vmin=-500, vmax=500, cmap='seismic')\n", "ax[1].set_title('Linear interpolation')\n", "ds_cubic.GMB_trend_slice.plot(ax=ax[2], vmin=-500, vmax=500, cmap='seismic')\n", "ax[2].set_title('Cubic interpolation')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "### 2. Gap filling of a raster dataset\n", "\n", "In this example, we will work with the soil moisture dataset, which is a 3d rastered dataset with gaps in it. We will show an example how to fill the gaps along the time axis for a time series and how to fill the pags in the 2d spatial domain. \n", "\n", "First we will open the data as usual. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 654GB\n",
       "Dimensions:         (time: 15767, lat: 720, lon: 1440)\n",
       "Coordinates:\n",
       "  * lat             (lat) float64 6kB 89.88 89.62 89.38 ... -89.38 -89.62 -89.88\n",
       "  * lon             (lon) float64 12kB -179.9 -179.6 -179.4 ... 179.6 179.9\n",
       "  * time            (time) datetime64[ns] 126kB 1978-11-01 ... 2021-12-31\n",
       "Data variables:\n",
       "    dnflag          (time, lat, lon) float32 65GB dask.array<chunksize=(16, 720, 720), meta=np.ndarray>\n",
       "    flag            (time, lat, lon) float32 65GB dask.array<chunksize=(16, 720, 720), meta=np.ndarray>\n",
       "    freqbandID      (time, lat, lon) float32 65GB dask.array<chunksize=(16, 720, 720), meta=np.ndarray>\n",
       "    mode            (time, lat, lon) float32 65GB dask.array<chunksize=(16, 720, 720), meta=np.ndarray>\n",
       "    sensor          (time, lat, lon) float64 131GB dask.array<chunksize=(16, 720, 720), meta=np.ndarray>\n",
       "    sm              (time, lat, lon) float32 65GB dask.array<chunksize=(16, 720, 720), meta=np.ndarray>\n",
       "    sm_uncertainty  (time, lat, lon) float32 65GB dask.array<chunksize=(16, 720, 720), meta=np.ndarray>\n",
       "    t0              (time, lat, lon) float64 131GB dask.array<chunksize=(16, 720, 720), meta=np.ndarray>\n",
       "Attributes: (12/44)\n",
       "    Conventions:                  CF-1.9\n",
       "    cdm_data_type:                Grid\n",
       "    comment:                      This dataset was produced with funding of t...\n",
       "    contact:                      cci_sm_contact@eodc.eu\n",
       "    creator_email:                cci_sm_developer@eodc.eu\n",
       "    creator_name:                 Department of Geodesy and Geoinformation, V...\n",
       "    ...                           ...\n",
       "    time_coverage_end_product:    20211231T235959Z\n",
       "    time_coverage_resolution:     P1D\n",
       "    time_coverage_start:          1978-11-01 00:00:00\n",
       "    time_coverage_start_product:  19781101T000000Z\n",
       "    title:                        ESA CCI Surface Soil Moisture COMBINED acti...\n",
       "    tracking_id:                  ad35798e-58e0-488f-b5b9-593874a47700
" ], "text/plain": [ " Size: 654GB\n", "Dimensions: (time: 15767, lat: 720, lon: 1440)\n", "Coordinates:\n", " * lat (lat) float64 6kB 89.88 89.62 89.38 ... -89.38 -89.62 -89.88\n", " * lon (lon) float64 12kB -179.9 -179.6 -179.4 ... 179.6 179.9\n", " * time (time) datetime64[ns] 126kB 1978-11-01 ... 2021-12-31\n", "Data variables:\n", " dnflag (time, lat, lon) float32 65GB dask.array\n", " flag (time, lat, lon) float32 65GB dask.array\n", " freqbandID (time, lat, lon) float32 65GB dask.array\n", " mode (time, lat, lon) float32 65GB dask.array\n", " sensor (time, lat, lon) float64 131GB dask.array\n", " sm (time, lat, lon) float32 65GB dask.array\n", " sm_uncertainty (time, lat, lon) float32 65GB dask.array\n", " t0 (time, lat, lon) float64 131GB dask.array\n", "Attributes: (12/44)\n", " Conventions: CF-1.9\n", " cdm_data_type: Grid\n", " comment: This dataset was produced with funding of t...\n", " contact: cci_sm_contact@eodc.eu\n", " creator_email: cci_sm_developer@eodc.eu\n", " creator_name: Department of Geodesy and Geoinformation, V...\n", " ... ...\n", " time_coverage_end_product: 20211231T235959Z\n", " time_coverage_resolution: P1D\n", " time_coverage_start: 1978-11-01 00:00:00\n", " time_coverage_start_product: 19781101T000000Z\n", " title: ESA CCI Surface Soil Moisture COMBINED acti...\n", " tracking_id: ad35798e-58e0-488f-b5b9-593874a47700" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = store.open_data('ESACCI-SOILMOISTURE-L3S-SSMV-COMBINED-1978-2021-fv07.1.zarr')\n", "ds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Gap filling along the time axis\n", "\n", "For this, we create a small function that removes all NaN values and then performs interpolation to the original time axis using `xarray.Dataset.interp()`.\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def fill_temporal_gaps(ds, method=\"linear\"):\n", " new_times = ds_ts.time\n", " ds_nonans = ds_ts.dropna(dim=\"time\")\n", " return ds_nonans.interp(time=new_times, method=method)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will apply this gap-filling method to one year of the dataset as an example. To do this, we subset the dataset and select the year 2000." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 18kB\n",
       "Dimensions:         (time: 367)\n",
       "Coordinates:\n",
       "    lat             float64 8B 20.12\n",
       "    lon             float64 8B 20.12\n",
       "  * time            (time) datetime64[ns] 3kB 2000-01-01 ... 2001-01-01\n",
       "Data variables:\n",
       "    dnflag          (time) float32 1kB dask.array<chunksize=(13,), meta=np.ndarray>\n",
       "    flag            (time) float32 1kB dask.array<chunksize=(13,), meta=np.ndarray>\n",
       "    freqbandID      (time) float32 1kB dask.array<chunksize=(13,), meta=np.ndarray>\n",
       "    mode            (time) float32 1kB dask.array<chunksize=(13,), meta=np.ndarray>\n",
       "    sensor          (time) float64 3kB dask.array<chunksize=(13,), meta=np.ndarray>\n",
       "    sm              (time) float32 1kB dask.array<chunksize=(13,), meta=np.ndarray>\n",
       "    sm_uncertainty  (time) float32 1kB dask.array<chunksize=(13,), meta=np.ndarray>\n",
       "    t0              (time) float64 3kB dask.array<chunksize=(13,), meta=np.ndarray>\n",
       "Attributes: (12/44)\n",
       "    Conventions:                  CF-1.9\n",
       "    cdm_data_type:                Grid\n",
       "    comment:                      This dataset was produced with funding of t...\n",
       "    contact:                      cci_sm_contact@eodc.eu\n",
       "    creator_email:                cci_sm_developer@eodc.eu\n",
       "    creator_name:                 Department of Geodesy and Geoinformation, V...\n",
       "    ...                           ...\n",
       "    time_coverage_end_product:    20211231T235959Z\n",
       "    time_coverage_resolution:     P1D\n",
       "    time_coverage_start:          1978-11-01 00:00:00\n",
       "    time_coverage_start_product:  19781101T000000Z\n",
       "    title:                        ESA CCI Surface Soil Moisture COMBINED acti...\n",
       "    tracking_id:                  ad35798e-58e0-488f-b5b9-593874a47700
" ], "text/plain": [ " Size: 18kB\n", "Dimensions: (time: 367)\n", "Coordinates:\n", " lat float64 8B 20.12\n", " lon float64 8B 20.12\n", " * time (time) datetime64[ns] 3kB 2000-01-01 ... 2001-01-01\n", "Data variables:\n", " dnflag (time) float32 1kB dask.array\n", " flag (time) float32 1kB dask.array\n", " freqbandID (time) float32 1kB dask.array\n", " mode (time) float32 1kB dask.array\n", " sensor (time) float64 3kB dask.array\n", " sm (time) float32 1kB dask.array\n", " sm_uncertainty (time) float32 1kB dask.array\n", " t0 (time) float64 3kB dask.array\n", "Attributes: (12/44)\n", " Conventions: CF-1.9\n", " cdm_data_type: Grid\n", " comment: This dataset was produced with funding of t...\n", " contact: cci_sm_contact@eodc.eu\n", " creator_email: cci_sm_developer@eodc.eu\n", " creator_name: Department of Geodesy and Geoinformation, V...\n", " ... ...\n", " time_coverage_end_product: 20211231T235959Z\n", " time_coverage_resolution: P1D\n", " time_coverage_start: 1978-11-01 00:00:00\n", " time_coverage_start_product: 19781101T000000Z\n", " title: ESA CCI Surface Soil Moisture COMBINED acti...\n", " tracking_id: ad35798e-58e0-488f-b5b9-593874a47700" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ts = ds.sel(lat=20, lon=20, method=\"nearest\")\n", "ds_ts = ds_ts.sel(time=slice('2000-01-01 00:00:00', '2001-01-01 00:00:00'))\n", "ds_ts" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we apply the gap-filling method to the selected sample." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 18kB\n",
       "Dimensions:         (time: 367)\n",
       "Coordinates:\n",
       "    lat             float64 8B 20.12\n",
       "    lon             float64 8B 20.12\n",
       "  * time            (time) datetime64[ns] 3kB 2000-01-01 ... 2001-01-01\n",
       "Data variables:\n",
       "    dnflag          (time) float32 1kB dask.array<chunksize=(367,), meta=np.ndarray>\n",
       "    flag            (time) float32 1kB dask.array<chunksize=(367,), meta=np.ndarray>\n",
       "    freqbandID      (time) float32 1kB dask.array<chunksize=(367,), meta=np.ndarray>\n",
       "    mode            (time) float32 1kB dask.array<chunksize=(367,), meta=np.ndarray>\n",
       "    sensor          (time) float64 3kB dask.array<chunksize=(367,), meta=np.ndarray>\n",
       "    sm              (time) float32 1kB dask.array<chunksize=(367,), meta=np.ndarray>\n",
       "    sm_uncertainty  (time) float32 1kB dask.array<chunksize=(367,), meta=np.ndarray>\n",
       "    t0              (time) float64 3kB dask.array<chunksize=(367,), meta=np.ndarray>\n",
       "Attributes: (12/44)\n",
       "    Conventions:                  CF-1.9\n",
       "    cdm_data_type:                Grid\n",
       "    comment:                      This dataset was produced with funding of t...\n",
       "    contact:                      cci_sm_contact@eodc.eu\n",
       "    creator_email:                cci_sm_developer@eodc.eu\n",
       "    creator_name:                 Department of Geodesy and Geoinformation, V...\n",
       "    ...                           ...\n",
       "    time_coverage_end_product:    20211231T235959Z\n",
       "    time_coverage_resolution:     P1D\n",
       "    time_coverage_start:          1978-11-01 00:00:00\n",
       "    time_coverage_start_product:  19781101T000000Z\n",
       "    title:                        ESA CCI Surface Soil Moisture COMBINED acti...\n",
       "    tracking_id:                  ad35798e-58e0-488f-b5b9-593874a47700
" ], "text/plain": [ " Size: 18kB\n", "Dimensions: (time: 367)\n", "Coordinates:\n", " lat float64 8B 20.12\n", " lon float64 8B 20.12\n", " * time (time) datetime64[ns] 3kB 2000-01-01 ... 2001-01-01\n", "Data variables:\n", " dnflag (time) float32 1kB dask.array\n", " flag (time) float32 1kB dask.array\n", " freqbandID (time) float32 1kB dask.array\n", " mode (time) float32 1kB dask.array\n", " sensor (time) float64 3kB dask.array\n", " sm (time) float32 1kB dask.array\n", " sm_uncertainty (time) float32 1kB dask.array\n", " t0 (time) float64 3kB dask.array\n", "Attributes: (12/44)\n", " Conventions: CF-1.9\n", " cdm_data_type: Grid\n", " comment: This dataset was produced with funding of t...\n", " contact: cci_sm_contact@eodc.eu\n", " creator_email: cci_sm_developer@eodc.eu\n", " creator_name: Department of Geodesy and Geoinformation, V...\n", " ... ...\n", " time_coverage_end_product: 20211231T235959Z\n", " time_coverage_resolution: P1D\n", " time_coverage_start: 1978-11-01 00:00:00\n", " time_coverage_start_product: 19781101T000000Z\n", " title: ESA CCI Surface Soil Moisture COMBINED acti...\n", " tracking_id: ad35798e-58e0-488f-b5b9-593874a47700" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ts_gap_fill = fill_temporal_gaps(ds_ts)\n", "ds_ts_gap_fill" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We then plot the original and gap-filled soil moisture dataset, zooming in on a two-month period to better highlight the gap-filling effect. \n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_slice = slice('2000-06-01 00:00:00', '2000-08-01 00:00:00')\n", "ds_ts.sm.sel(time=time_slice).plot(label=\"Original\")\n", "ds_ts_gap_fill.sm.sel(time=time_slice).plot(label=\"Gap filling\", linestyle=\"dashed\")\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Gap Filling in the Spatial Domain \n", "\n", "In this example, we utilize the low-pass gap-filling algorithm from [`gridtools`](https://github.com/esa-esdl/gridtools) (DOI [10.5281/zenodo.15062839](https://zenodo.org/records/15062840)). This method effectively applies a 2D low-pass filter to the data. As a demonstration, we select a single time slice and apply gap filling in the spatial domain using the aforementioned algorithm. " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'sm' (lat: 720, lon: 1440)> Size: 4MB\n",
       "dask.array<getitem, shape=(720, 1440), dtype=float32, chunksize=(720, 720), chunktype=numpy.ndarray>\n",
       "Coordinates:\n",
       "  * lat      (lat) float64 6kB 89.88 89.62 89.38 89.12 ... -89.38 -89.62 -89.88\n",
       "  * lon      (lon) float64 12kB -179.9 -179.6 -179.4 ... 179.4 179.6 179.9\n",
       "    time     datetime64[ns] 8B 2000-07-02\n",
       "Attributes:\n",
       "    _CoordinateAxes:      time lat lon\n",
       "    ancillary_variables:  sm_uncertainty flag t0\n",
       "    dtype:                float32\n",
       "    long_name:            Volumetric Soil Moisture\n",
       "    standard_name:        soil_moisture_content\n",
       "    units:                m3 m-3\n",
       "    valid_range:          [0.0, 1.0]
" ], "text/plain": [ " Size: 4MB\n", "dask.array\n", "Coordinates:\n", " * lat (lat) float64 6kB 89.88 89.62 89.38 89.12 ... -89.38 -89.62 -89.88\n", " * lon (lon) float64 12kB -179.9 -179.6 -179.4 ... 179.4 179.6 179.9\n", " time datetime64[ns] 8B 2000-07-02\n", "Attributes:\n", " _CoordinateAxes: time lat lon\n", " ancillary_variables: sm_uncertainty flag t0\n", " dtype: float32\n", " long_name: Volumetric Soil Moisture\n", " standard_name: soil_moisture_content\n", " units: m3 m-3\n", " valid_range: [0.0, 1.0]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sm_slice = ds.sm.sel(time='2000-07-01 12:00:00', method='nearest')\n", "sm_slice" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset> Size: 4MB\n",
       "Dimensions:  (lat: 720, lon: 1440)\n",
       "Coordinates:\n",
       "  * lat      (lat) float64 6kB 89.88 89.62 89.38 89.12 ... -89.38 -89.62 -89.88\n",
       "  * lon      (lon) float64 12kB -179.9 -179.6 -179.4 ... 179.4 179.6 179.9\n",
       "    time     datetime64[ns] 8B 2000-07-02\n",
       "Data variables:\n",
       "    sm       (lat, lon) float32 4MB dask.array<chunksize=(720, 720), meta=np.ndarray>\n",
       "Attributes: (12/44)\n",
       "    Conventions:                  CF-1.9\n",
       "    cdm_data_type:                Grid\n",
       "    comment:                      This dataset was produced with funding of t...\n",
       "    contact:                      cci_sm_contact@eodc.eu\n",
       "    creator_email:                cci_sm_developer@eodc.eu\n",
       "    creator_name:                 Department of Geodesy and Geoinformation, V...\n",
       "    ...                           ...\n",
       "    time_coverage_end_product:    20211231T235959Z\n",
       "    time_coverage_resolution:     P1D\n",
       "    time_coverage_start:          1978-11-01 00:00:00\n",
       "    time_coverage_start_product:  19781101T000000Z\n",
       "    title:                        ESA CCI Surface Soil Moisture COMBINED acti...\n",
       "    tracking_id:                  ad35798e-58e0-488f-b5b9-593874a47700
" ], "text/plain": [ " Size: 4MB\n", "Dimensions: (lat: 720, lon: 1440)\n", "Coordinates:\n", " * lat (lat) float64 6kB 89.88 89.62 89.38 89.12 ... -89.38 -89.62 -89.88\n", " * lon (lon) float64 12kB -179.9 -179.6 -179.4 ... 179.4 179.6 179.9\n", " time datetime64[ns] 8B 2000-07-02\n", "Data variables:\n", " sm (lat, lon) float32 4MB dask.array\n", "Attributes: (12/44)\n", " Conventions: CF-1.9\n", " cdm_data_type: Grid\n", " comment: This dataset was produced with funding of t...\n", " contact: cci_sm_contact@eodc.eu\n", " creator_email: cci_sm_developer@eodc.eu\n", " creator_name: Department of Geodesy and Geoinformation, V...\n", " ... ...\n", " time_coverage_end_product: 20211231T235959Z\n", " time_coverage_resolution: P1D\n", " time_coverage_start: 1978-11-01 00:00:00\n", " time_coverage_start_product: 19781101T000000Z\n", " title: ESA CCI Surface Soil Moisture COMBINED acti...\n", " tracking_id: ad35798e-58e0-488f-b5b9-593874a47700" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_sub = ds.sel(time='2000-07-01 12:00:00', method='nearest')\n", "ds_sub = ds_sub[[\"sm\"]]\n", "ds_sub" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we apply the toolbox's gap-filling operation, which is highly efficient as it leverages Numba for parallel computation." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "gapfill_op = get_op('gapfill')" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'sm' (lat: 720, lon: 1440)> Size: 4MB\n",
       "dask.array<fillgaps_lowpass_2d, shape=(720, 1440), dtype=float32, chunksize=(720, 720), chunktype=numpy.ndarray>\n",
       "Coordinates:\n",
       "  * lat      (lat) float64 6kB 89.88 89.62 89.38 89.12 ... -89.38 -89.62 -89.88\n",
       "  * lon      (lon) float64 12kB -179.9 -179.6 -179.4 ... 179.4 179.6 179.9\n",
       "    time     datetime64[ns] 8B 2000-07-02\n",
       "Attributes:\n",
       "    _CoordinateAxes:      time lat lon\n",
       "    ancillary_variables:  sm_uncertainty flag t0\n",
       "    dtype:                float32\n",
       "    long_name:            Volumetric Soil Moisture\n",
       "    standard_name:        soil_moisture_content\n",
       "    units:                m3 m-3\n",
       "    valid_range:          [0.0, 1.0]
" ], "text/plain": [ " Size: 4MB\n", "dask.array\n", "Coordinates:\n", " * lat (lat) float64 6kB 89.88 89.62 89.38 89.12 ... -89.38 -89.62 -89.88\n", " * lon (lon) float64 12kB -179.9 -179.6 -179.4 ... 179.4 179.6 179.9\n", " time datetime64[ns] 8B 2000-07-02\n", "Attributes:\n", " _CoordinateAxes: time lat lon\n", " ancillary_variables: sm_uncertainty flag t0\n", " dtype: float32\n", " long_name: Volumetric Soil Moisture\n", " standard_name: soil_moisture_content\n", " units: m3 m-3\n", " valid_range: [0.0, 1.0]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_filled = gapfill_op(ds_sub)\n", "ds_filled.sm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we plot the results for North Africa as an example to illustrate the gap-filling process. " ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(20, 5))\n", "extent = dict(lat=slice(30, 10), lon=slice(-15, 35))\n", "ds_sub.sm.sel(**extent).plot(ax=ax[0])\n", "ds_filled.sm.sel(**extent).plot(ax=ax[1])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.1" } }, "nbformat": 4, "nbformat_minor": 4 }